diff --git a/golden-trajectory/boutique/infrastructure/17/path1.json b/golden-trajectory/boutique/infrastructure/17/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d123c99517979ce4b5efebfe7713e47e91e32a8
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/17/path1.json
@@ -0,0 +1,150 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 7,
+    "total_trace_steps": 7,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckServiceConnectivity",
+      "CheckServiceConnectivity",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-cwsr7                 1/1     Running   0          72s   172.20.2.239   worker-02   <none>           <none>\ncartservice-7c5f46fc47-l6slw             1/1     Running   0          74s   172.20.2.236   worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-mxk5l          1/1     Running   0          72s   172.20.2.240   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-n2x84         1/1     Running   0          73s   172.20.1.201   worker-01   <none>           <none>\nemailservice-7dc7d85bcb-2hnl4            1/1     Running   0          73s   172.20.2.237   worker-02   <none>           <none>\nfrontend-6778bd7b8b-p6kg9                1/1     Running   0          73s   172.20.2.238   worker-02   <none>           <none>\npaymentservice-869f9f96cd-w75r5          1/1     Running   0          72s   172.20.1.203   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-s7g4w   1/1     Running   0          73s   172.20.1.202   worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-l5lxq   1/1     Running   0          74s   172.20.2.235   worker-02   <none>           <none>\nredis-cart-58649b5469-pwvd8              1/1     Running   0          74s   172.20.1.200   worker-01   <none>           <none>\nshippingservice-674c8c548d-5gfxw         1/1     Running   0          72s   172.20.2.241   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    TYPE        CLUSTER-IP      EXTERNAL-IP   PORT(S)        AGE\nadservice               ClusterIP   10.68.250.28    <none>        9555/TCP       75s\ncartservice             ClusterIP   10.68.96.106    <none>        7070/TCP       76s\ncheckoutservice         ClusterIP   10.68.222.190   <none>        5050/TCP       74s\ncurrencyservice         ClusterIP   10.68.127.27    <none>        7000/TCP       75s\nemailservice            ClusterIP   10.68.58.21     <none>        5000/TCP       75s\nfrontend                ClusterIP   10.68.209.172   <none>        80/TCP         75s\nfrontend-external       NodePort    10.68.154.112   <none>        80:30080/TCP   75s\npaymentservice          ClusterIP   10.68.8.115     <none>        50051/TCP      74s\nproductcatalogservice   ClusterIP   10.68.5.79      <none>        3550/TCP       75s\nrecommendationservice   ClusterIP   10.68.244.141   <none>        8080/TCP       76s\nredis-cart              ClusterIP   10.68.85.220    <none>        6379/TCP       76s\nshippingservice         ClusterIP   10.68.26.147    <none>        50051/TCP      74s\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice               172.20.2.239:9555    90s\ncartservice             172.20.2.236:7070    91s\ncheckoutservice         172.20.2.240:5050    89s\ncurrencyservice         172.20.1.201:7000    90s\nemailservice            172.20.2.237:8080    90s\nfrontend                172.20.2.238:8080    90s\nfrontend-external       172.20.2.238:8080    90s\npaymentservice          172.20.1.203:50051   89s\nproductcatalogservice   172.20.1.202:3550    90s\nrecommendationservice   172.20.2.235:8080    91s\nredis-cart              172.20.1.200:6379    91s\nshippingservice         172.20.2.241:50051   89s\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}",
+      "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.209.172:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.209.172:80) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'currencyservice', port: 7000}",
+      "output": "=== Service currencyservice:7000 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: currencyservice (10.68.127.27:7000) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: currencyservice (10.68.127.27:7000) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}",
+      "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n     Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 15:56:16 CST; 4min 15s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 202795 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n   Main PID: 202795 (code=killed, signal=TERM)\n        CPU: 785ms\n\nJan 02 15:55:41 worker-01 kube-proxy[202795]: I0102 15:55:41.937001  202795 shared_informer.go:313] Waiting for caches to sync for service config\nJan 02 15:55:41 worker-01 kube-proxy[202795]: I0102 15:55:41.937030  202795 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:55:41 worker-01 kube-proxy[202795]: I0102 15:55:41.937042  202795 config.go:328] \"Starting node config controller\"\nJan 02 15:55:41 worker-01 kube-proxy[202795]: I0102 15:55:41.937058  202795 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 15:55:42 worker-01 kube-proxy[202795]: I0102 15:55:42.037973  202795 shared_informer.go:320] Caches are synced for service config\nJan 02 15:55:42 worker-01 kube-proxy[202795]: I0102 15:55:42.038059  202795 shared_informer.go:320] Caches are synced for node config\nJan 02 15:55:42 worker-01 kube-proxy[202795]: I0102 15:55:42.038075  202795 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:56:16 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:56:16 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:56:16 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/17/path2.json b/golden-trajectory/boutique/infrastructure/17/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..d816195ba50d5599c06b1af17f916e902da6912b
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/17/path2.json
@@ -0,0 +1,156 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 8,
+    "total_trace_steps": 8,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "DescribeResource",
+      "GetErrorLogs",
+      "CheckServiceConnectivity",
+      "CheckServiceConnectivity",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-cwsr7                 1/1     Running   0          72s   172.20.2.239   worker-02   <none>           <none>\ncartservice-7c5f46fc47-l6slw             1/1     Running   0          74s   172.20.2.236   worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-mxk5l          1/1     Running   0          72s   172.20.2.240   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-n2x84         1/1     Running   0          73s   172.20.1.201   worker-01   <none>           <none>\nemailservice-7dc7d85bcb-2hnl4            1/1     Running   0          73s   172.20.2.237   worker-02   <none>           <none>\nfrontend-6778bd7b8b-p6kg9                1/1     Running   0          73s   172.20.2.238   worker-02   <none>           <none>\npaymentservice-869f9f96cd-w75r5          1/1     Running   0          72s   172.20.1.203   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-s7g4w   1/1     Running   0          73s   172.20.1.202   worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-l5lxq   1/1     Running   0          74s   172.20.2.235   worker-02   <none>           <none>\nredis-cart-58649b5469-pwvd8              1/1     Running   0          74s   172.20.1.200   worker-01   <none>           <none>\nshippingservice-674c8c548d-5gfxw         1/1     Running   0          72s   172.20.2.241   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice               172.20.2.239:9555    90s\ncartservice             172.20.2.236:7070    91s\ncheckoutservice         172.20.2.240:5050    89s\ncurrencyservice         172.20.1.201:7000    90s\nemailservice            172.20.2.237:8080    90s\nfrontend                172.20.2.238:8080    90s\nfrontend-external       172.20.2.238:8080    90s\npaymentservice          172.20.1.203:50051   89s\nproductcatalogservice   172.20.1.202:3550    90s\nrecommendationservice   172.20.2.235:8080    91s\nredis-cart              172.20.1.200:6379    91s\nshippingservice         172.20.2.241:50051   89s\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-6778bd7b8b-p6kg9'}",
+      "output": "Name:             frontend-6778bd7b8b-p6kg9\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 15:56:37 +0800\nLabels:           app=frontend\n                  pod-template-hash=6778bd7b8b\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Running\nIP:               172.20.2.238\nIPs:\n  IP:           172.20.2.238\nControlled By:  ReplicaSet/frontend-6778bd7b8b\nContainers:\n  server:\n    Container ID:   containerd://be8381d9f7c79182cff3706794ba40ff431bff22845286f70224dd64aa95de95\n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n    Image ID:       us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend@sha256:83f44050fc5ea5999ea04a940e687d7bd5ad357fcf6e6f5944e5e32de006bbdb\n    Port:           8080/TCP\n    Host Port:      0/TCP\n    State:          Running\n      Started:      Fri, 02 Jan 2026 15:56:38 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:                             8080\n      PRODUCT_CATALOG_SERVICE_ADDR:     productcatalogservice:3550\n      CURRENCY_SERVICE_ADDR:            currencyservice:7000\n      CART_SERVICE_ADDR:                cartservice:7070\n      RECOMMENDATION_SERVICE_ADDR:      recommendationservice:8080\n      SHIPPING_SERVICE_ADDR:            shippingservice:50051\n      CHECKOUT_SERVICE_ADDR:            checkoutservice:5050\n      AD_SERVICE_ADDR:                  adservice:9555\n      SHOPPING_ASSISTANT_SERVICE_ADDR:  shoppingassistantservice:80\n      ENABLE_PROFILER:                  0\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zqc8d (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   True \n  Initialized                 True \n  Ready                       True \n  ContainersReady             True \n  PodScheduled                True \nVolumes:\n  kube-api-access-zqc8d:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  74s   default-scheduler  Successfully assigned boutique/frontend-6778bd7b8b-p6kg9 to worker-02\n  Normal  Pulled     73s   kubelet            Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n  Normal  Created    73s   kubelet            Created container server\n  Normal  Started    73s   kubelet            Started container server\n"
+    },
+    {
+      "tool_name": "GetErrorLogs",
+      "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
+      "output": "\"{\\n  \\\"total_log_count\\\": 851,\\n  \\\"total_errors\\\": 47,\\n  \\\"total_error_ratio\\\": 0.0552,\\n  \\\"patterns\\\": [\\n    {\\n      \\\"count\\\": 18,\\n      \\\"ratio\\\": 0.0212,\\n      \\\"sample\\\": \\\"2026-01-02T15:57:19.120200979+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"84e40a9d-badf-4bf2-8c37-04c38e94ecec\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"73385f6d-842b-4567-9a47-98d610612236\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:57:19.117763586Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"count\\\": 14,\\n      \\\"ratio\\\": 0.0165,\\n      \\\"sample\\\": \\\"2026-01-02T15:57:23.056676307+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to get shipping quote: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp: lookup shippingservice on 169.254.20.10:53: no such host\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"2bfbe843-0a1b-43c3-9d20-b2a7576bef90\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"5f560436-877a-4342-b5f4-0f45676c28c8\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:57:23.056605599Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"count\\\": 12,\\n      \\\"ratio\\\": 0.0141,\\n      \\\"sample\\\": \\\"2026-01-02T15:57:21.449195979+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to complete the order: rpc error: code = Internal desc = shipping quote failure: failed to get shipping quote: rpc error: code = Unavailable desc = connection error: desc = \\\\\\\\\\\\\\\"transport: Error while dialing: dial tcp: lookup shippingservice on 169.254.20.10:53: no such host\\\\\\\\\\\\\\\"\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"366399f8-74da-4618-846c-207a9f1477c1\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart/checkout\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"57838795-8579-4161-a511-5b558249533e\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:57:21.449086997Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"count\\\": 1,\\n      \\\"ratio\\\": 0.0012,\\n      \\\"sample\\\": \\\"2026-01-02T15:56:38.517277126+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the name of the cluster in which the pod is runningmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/attributes/cluster-name\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:56:38.516609409Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"count\\\": 1,\\n      \\\"ratio\\\": 0.0012,\\n      \\\"sample\\\": \\\"2026-01-02T15:56:38.529970453+08:00 {\\\\\\\"message\\\\\\\":\\\\\\\"Failed to fetch the Zone of the node where the pod is scheduledmetadata: GCE metadata \\\\\\\\\\\\\\\"instance/zone\\\\\\\\\\\\\\\" not defined\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:56:38.529832758Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"count\\\": 1,\\n      \\\"ratio\\\": 0.0012,\\n      \\\"sample\\\": \\\"2026-01-02T15:57:45.194335976+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to complete the order: rpc error: code = Canceled desc = context canceled\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"6d056869-75e6-49bd-ac25-d7c87bb797c5\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"POST\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/cart/checkout\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"2d2894e3-0299-4178-a57c-e1bcf16f48f8\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2026-01-02T07:57:45.194250506Z\\\\\\\"}\\\"\\n    }\\n  ]\\n}\""
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}",
+      "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: frontend (10.68.209.172:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: frontend (10.68.209.172:80) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}",
+      "output": "=== Service adservice:9555 Connectivity test report ===\nDebug Pod test results deployed on worker-01: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-02: adservice (10.68.250.28:9555) open\nConnection Succeeded\nDebug Pod test results deployed on worker-03: adservice (10.68.250.28:9555) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kube-proxy'}",
+      "output": "Service: kube-proxy\nNode: worker-01\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n     Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 15:56:16 CST; 4min 15s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 202795 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n   Main PID: 202795 (code=killed, signal=TERM)\n        CPU: 785ms\n\nJan 02 15:55:41 worker-01 kube-proxy[202795]: I0102 15:55:41.937001  202795 shared_informer.go:313] Waiting for caches to sync for service config\nJan 02 15:55:41 worker-01 kube-proxy[202795]: I0102 15:55:41.937030  202795 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 15:55:41 worker-01 kube-proxy[202795]: I0102 15:55:41.937042  202795 config.go:328] \"Starting node config controller\"\nJan 02 15:55:41 worker-01 kube-proxy[202795]: I0102 15:55:41.937058  202795 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 15:55:42 worker-01 kube-proxy[202795]: I0102 15:55:42.037973  202795 shared_informer.go:320] Caches are synced for service config\nJan 02 15:55:42 worker-01 kube-proxy[202795]: I0102 15:55:42.038059  202795 shared_informer.go:320] Caches are synced for node config\nJan 02 15:55:42 worker-01 kube-proxy[202795]: I0102 15:55:42.038075  202795 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 15:56:16 worker-01 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 15:56:16 worker-01 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 15:56:16 worker-01 systemd[1]: Stopped Kubernetes Kube-Proxy Server."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/18/path1.json b/golden-trajectory/boutique/infrastructure/18/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2493c22d0e8972e6f853f40e57ef0d2c4610cb9
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/18/path1.json
@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckServiceConnectivity",
+      "CheckServiceConnectivity",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-dzvjb                 1/1     Running   0          72s   172.20.1.249   worker-01   <none>           <none>\ncartservice-7c5f46fc47-lqb5t             1/1     Running   0          73s   172.20.2.38    worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-94g9x          1/1     Running   0          73s   172.20.2.37    worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-ql5hm         1/1     Running   0          72s   172.20.1.250   worker-01   <none>           <none>\nemailservice-7dc7d85bcb-f472z            1/1     Running   0          73s   172.20.2.36    worker-02   <none>           <none>\nfrontend-6778bd7b8b-m2xs4                1/1     Running   0          74s   172.20.2.35    worker-02   <none>           <none>\npaymentservice-869f9f96cd-jsqlq          1/1     Running   0          72s   172.20.2.39    worker-02   <none>           <none>\nproductcatalogservice-6fb89f98f8-lhwxs   1/1     Running   0          71s   172.20.2.40    worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-776jk   1/1     Running   0          73s   172.20.1.247   worker-01   <none>           <none>\nredis-cart-58649b5469-5mtzp              1/1     Running   0          74s   172.20.1.246   worker-01   <none>           <none>\nshippingservice-674c8c548d-zmmfx         1/1     Running   0          73s   172.20.1.248   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice               172.20.1.249:9555    90s\ncartservice             172.20.2.38:7070     90s\ncheckoutservice         172.20.2.37:5050     90s\ncurrencyservice         172.20.1.250:7000    89s\nemailservice            172.20.2.36:8080     91s\nfrontend                172.20.2.35:8080     91s\nfrontend-external       172.20.2.35:8080     91s\npaymentservice          172.20.2.39:50051    89s\nproductcatalogservice   172.20.2.40:3550     89s\nrecommendationservice   172.20.1.247:8080    90s\nredis-cart              172.20.1.246:6379    91s\nshippingservice         172.20.1.248:50051   90s\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}",
+      "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: frontend (10.68.75.223:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: frontend (10.68.75.223:80) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}",
+      "output": "=== Service adservice:9555 Connectivity test report ===\nDebug Pod test results deployed on worker-01: adservice (10.68.166.242:9555) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: adservice (10.68.166.242:9555) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kube-proxy'}",
+      "output": "Service: kube-proxy\nNode: worker-02\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n     Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 16:11:29 CST; 4min 19s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 232591 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n   Main PID: 232591 (code=killed, signal=TERM)\n        CPU: 4.051s\n\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.131211  232591 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.131244  232591 config.go:328] \"Starting node config controller\"\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.131264  232591 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.231886  232591 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.231901  232591 shared_informer.go:320] Caches are synced for node config\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.231976  232591 shared_informer.go:320] Caches are synced for service config\nJan 02 16:11:29 worker-02 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 16:11:29 worker-02 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 16:11:29 worker-02 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 16:11:29 worker-02 systemd[1]: kube-proxy.service: Consumed 4.051s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/18/path2.json b/golden-trajectory/boutique/infrastructure/18/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..815db188718c6a4d69c4943030fb99db66d5d401
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/18/path2.json
@@ -0,0 +1,156 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 8,
+    "total_trace_steps": 8,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckServiceConnectivity",
+      "CheckServiceConnectivity",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-dzvjb                 1/1     Running   0          72s   172.20.1.249   worker-01   <none>           <none>\ncartservice-7c5f46fc47-lqb5t             1/1     Running   0          73s   172.20.2.38    worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-94g9x          1/1     Running   0          73s   172.20.2.37    worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-ql5hm         1/1     Running   0          72s   172.20.1.250   worker-01   <none>           <none>\nemailservice-7dc7d85bcb-f472z            1/1     Running   0          73s   172.20.2.36    worker-02   <none>           <none>\nfrontend-6778bd7b8b-m2xs4                1/1     Running   0          74s   172.20.2.35    worker-02   <none>           <none>\npaymentservice-869f9f96cd-jsqlq          1/1     Running   0          72s   172.20.2.39    worker-02   <none>           <none>\nproductcatalogservice-6fb89f98f8-lhwxs   1/1     Running   0          71s   172.20.2.40    worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-776jk   1/1     Running   0          73s   172.20.1.247   worker-01   <none>           <none>\nredis-cart-58649b5469-5mtzp              1/1     Running   0          74s   172.20.1.246   worker-01   <none>           <none>\nshippingservice-674c8c548d-zmmfx         1/1     Running   0          73s   172.20.1.248   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice               172.20.1.249:9555    90s\ncartservice             172.20.2.38:7070     90s\ncheckoutservice         172.20.2.37:5050     90s\ncurrencyservice         172.20.1.250:7000    89s\nemailservice            172.20.2.36:8080     91s\nfrontend                172.20.2.35:8080     91s\nfrontend-external       172.20.2.35:8080     91s\npaymentservice          172.20.2.39:50051    89s\nproductcatalogservice   172.20.2.40:3550     89s\nrecommendationservice   172.20.1.247:8080    90s\nredis-cart              172.20.1.246:6379    91s\nshippingservice         172.20.1.248:50051   90s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-6778bd7b8b-m2xs4'}",
+      "output": "Name:             frontend-6778bd7b8b-m2xs4\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 16:11:49 +0800\nLabels:           app=frontend\n                  pod-template-hash=6778bd7b8b\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Running\nIP:               172.20.2.35\nIPs:\n  IP:           172.20.2.35\nControlled By:  ReplicaSet/frontend-6778bd7b8b\nContainers:\n  server:\n    Container ID:   containerd://6e23b38b7b96975f6a890af3e481eda87af9e2e7c7a5819f9948fcf83bef93fd\n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n    Image ID:       us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend@sha256:83f44050fc5ea5999ea04a940e687d7bd5ad357fcf6e6f5944e5e32de006bbdb\n    Port:           8080/TCP\n    Host Port:      0/TCP\n    State:          Running\n      Started:      Fri, 02 Jan 2026 16:11:50 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:                             8080\n      PRODUCT_CATALOG_SERVICE_ADDR:     productcatalogservice:3550\n      CURRENCY_SERVICE_ADDR:            currencyservice:7000\n      CART_SERVICE_ADDR:                cartservice:7070\n      RECOMMENDATION_SERVICE_ADDR:      recommendationservice:8080\n      SHIPPING_SERVICE_ADDR:            shippingservice:50051\n      CHECKOUT_SERVICE_ADDR:            checkoutservice:5050\n      AD_SERVICE_ADDR:                  adservice:9555\n      SHOPPING_ASSISTANT_SERVICE_ADDR:  shoppingassistantservice:80\n      ENABLE_PROFILER:                  0\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-c2jvc (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   True \n  Initialized                 True \n  Ready                       True \n  ContainersReady             True \n  PodScheduled                True \nVolumes:\n  kube-api-access-c2jvc:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  75s   default-scheduler  Successfully assigned boutique/frontend-6778bd7b8b-m2xs4 to worker-02\n  Normal  Pulled     74s   kubelet            Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n  Normal  Created    74s   kubelet            Created container server\n  Normal  Started    74s   kubelet            Started container server\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}",
+      "output": "=== Service frontend:80 Connectivity test report ===\nDebug Pod test results deployed on worker-01: frontend (10.68.75.223:80) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: frontend (10.68.75.223:80) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}",
+      "output": "=== Service adservice:9555 Connectivity test report ===\nDebug Pod test results deployed on worker-01: adservice (10.68.166.242:9555) open\nConnection Succeeded\nDebug Pod test results deployed on worker-02: punt!\nTerminated\nConnection Failed\nDebug Pod test results deployed on worker-03: adservice (10.68.166.242:9555) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-02'}",
+      "output": "Name:               worker-02\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-02\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"5a:d9:43:a8:2f:c8\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.53\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             <none>\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-02\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 02 Jan 2026 16:13:24 +0800\nConditions:\n  Type                 Status  LastHeartbeatTime                 LastTransitionTime                Reason                       Message\n  ----                 ------  -----------------                 ------------------                ------                       -------\n  NetworkUnavailable   False   Fri, 02 Jan 2026 11:52:43 +0800   Fri, 02 Jan 2026 11:52:43 +0800   FlannelIsUp                  Flannel is running on this node\n  MemoryPressure       False   Fri, 02 Jan 2026 16:12:45 +0800   Thu, 11 Dec 2025 11:28:55 +0800   KubeletHasSufficientMemory   kubelet has sufficient memory available\n  DiskPressure         False   Fri, 02 Jan 2026 16:12:45 +0800   Thu, 11 Dec 2025 11:28:55 +0800   KubeletHasNoDiskPressure     kubelet has no disk pressure\n  PIDPressure          False   Fri, 02 Jan 2026 16:12:45 +0800   Thu, 11 Dec 2025 11:28:55 +0800   KubeletHasSufficientPID      kubelet has sufficient PID available\n  Ready                True    Fri, 02 Jan 2026 16:12:45 +0800   Fri, 02 Jan 2026 13:12:14 +0800   KubeletReady                 kubelet is posting ready status\nAddresses:\n  InternalIP:  192.168.0.53\n  Hostname:    worker-02\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978548Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671348Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                aa737935-f9cf-4bc8-ac3d-3c8936223857\n  Boot ID:                    2d4fac40-e77d-4b98-9f48-c91432de3a28\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.2.0/24\nPodCIDRs:                     172.20.2.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------  ---------------  -------------  ---\n  boutique                    cartservice-7c5f46fc47-lqb5t              100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     97s\n  boutique                    checkoutservice-dbcdcb5fb-94g9x           100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     97s\n  boutique                    emailservice-7dc7d85bcb-f472z             100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     97s\n  boutique                    frontend-6778bd7b8b-m2xs4                 100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     98s\n  boutique                    paymentservice-869f9f96cd-jsqlq           100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     96s\n  boutique                    productcatalogservice-6fb89f98f8-lhwxs    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     95s\n  chaosblade                  chaosblade-tool-lg5cc                     0 (0%)        0 (0%)      0 (0%)           0 (0%)         49d\n  istio-system                istio-cni-node-44dhl                      100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         66d\n  istio-system                ztunnel-qjds9                             200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         66d\n  kube-system                 kube-flannel-ds-sqbpp                     100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         49d\n  kube-system                 node-local-dns-mrmqq                      25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         144d\n  monitor                     cadvisor-jn9lz                            0 (0%)        0 (0%)      0 (0%)           0 (0%)         49d\n  monitor                     node-exporter-x96tv                       0 (0%)        0 (0%)      0 (0%)           0 (0%)         49d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1025m (12%)  1200m (15%)\n  memory             1051Mi (6%)  768Mi (5%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type    Reason    Age    From        Message\n  ----    ------    ----   ----        -------\n  Normal  Starting  45m    kube-proxy  \n  Normal  Starting  22m    kube-proxy  \n  Normal  Starting  7m38s  kube-proxy  \n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kube-proxy'}",
+      "output": "Service: kube-proxy\nNode: worker-02\nStatus: ○ kube-proxy.service - Kubernetes Kube-Proxy Server\n     Loaded: loaded (/etc/systemd/system/kube-proxy.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 16:11:29 CST; 4min 19s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 232591 ExecStart=/opt/kube/bin/kube-proxy --config=/var/lib/kube-proxy/kube-proxy-config.yaml (code=killed, signal=TERM)\n   Main PID: 232591 (code=killed, signal=TERM)\n        CPU: 4.051s\n\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.131211  232591 shared_informer.go:313] Waiting for caches to sync for endpoint slice config\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.131244  232591 config.go:328] \"Starting node config controller\"\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.131264  232591 shared_informer.go:313] Waiting for caches to sync for node config\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.231886  232591 shared_informer.go:320] Caches are synced for endpoint slice config\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.231901  232591 shared_informer.go:320] Caches are synced for node config\nJan 02 16:05:49 worker-02 kube-proxy[232591]: I0102 16:05:49.231976  232591 shared_informer.go:320] Caches are synced for service config\nJan 02 16:11:29 worker-02 systemd[1]: Stopping Kubernetes Kube-Proxy Server...\nJan 02 16:11:29 worker-02 systemd[1]: kube-proxy.service: Deactivated successfully.\nJan 02 16:11:29 worker-02 systemd[1]: Stopped Kubernetes Kube-Proxy Server.\nJan 02 16:11:29 worker-02 systemd[1]: kube-proxy.service: Consumed 4.051s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/19/path1.json b/golden-trajectory/boutique/infrastructure/19/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b93aec672072c010231000ceccbad33943b0331
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/19/path1.json
@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-skqvc               0/1     Pending   0          92s    <none>         <none>      <none>           <none>\ncartservice-79b49f5555-w7srp             1/1     Running   0          2m9s   172.20.1.195   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-9z8pz         1/1     Running   0          2m9s   172.20.2.42    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-hw8xk         1/1     Running   0          2m8s   172.20.1.196   worker-01   <none>           <none>\nemailservice-c86b9b8f6-l8dll             1/1     Running   0          2m8s   172.20.2.43    worker-02   <none>           <none>\nfrontend-657dd795f-d8lfz                 1/1     Running   0          2m8s   172.20.2.44    worker-02   <none>           <none>\npaymentservice-78c5996648-c54g8          1/1     Running   0          2m8s   172.20.2.45    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-7hbhh    1/1     Running   0          2m8s   172.20.1.197   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-pp5rr   1/1     Running   0          2m7s   172.20.1.198   worker-01   <none>           <none>\nredis-cart-589d486f78-d4ctv              1/1     Running   0          2m7s   172.20.1.199   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-zpwhh         1/1     Running   0          2m7s   172.20.2.46    worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-64ddc5c766-skqvc'}",
+      "output": "Name:             adservice-64ddc5c766-skqvc\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=64ddc5c766\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-64ddc5c766\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Port:       9555/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     300m\n      memory:  300Mi\n    Requests:\n      cpu:      200m\n      memory:   180Mi\n    Liveness:   grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-469gf (ro)\nVolumes:\n  kube-api-access-469gf:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 20:58:25 CST; 2min 20s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1194328 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1194328 (code=exited, status=0/SUCCESS)\n        CPU: 1.128s\n\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.565967 1194328 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.566018 1194328 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.566036 1194328 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.566070 1194328 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.566058 1194328 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 20:58:25 master kube-scheduler[1194328]: E1202 20:58:25.571345 1194328 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.571362 1194328 server.go:295] \"Requested to terminate, exiting\"\nDec 02 20:58:25 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 20:58:25 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 20:58:25 master systemd[1]: kube-scheduler.service: Consumed 1.128s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/19/path2.json b/golden-trajectory/boutique/infrastructure/19/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..3099461de9b8ad56fd7f63dbac09da7621123f1a
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/19/path2.json
@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-skqvc               0/1     Pending   0          92s    <none>         <none>      <none>           <none>\ncartservice-79b49f5555-w7srp             1/1     Running   0          2m9s   172.20.1.195   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-9z8pz         1/1     Running   0          2m9s   172.20.2.42    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-hw8xk         1/1     Running   0          2m8s   172.20.1.196   worker-01   <none>           <none>\nemailservice-c86b9b8f6-l8dll             1/1     Running   0          2m8s   172.20.2.43    worker-02   <none>           <none>\nfrontend-657dd795f-d8lfz                 1/1     Running   0          2m8s   172.20.2.44    worker-02   <none>           <none>\npaymentservice-78c5996648-c54g8          1/1     Running   0          2m8s   172.20.2.45    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-7hbhh    1/1     Running   0          2m8s   172.20.1.197   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-pp5rr   1/1     Running   0          2m7s   172.20.1.198   worker-01   <none>           <none>\nredis-cart-589d486f78-d4ctv              1/1     Running   0          2m7s   172.20.1.199   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-zpwhh         1/1     Running   0          2m7s   172.20.2.46    worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-64ddc5c766-skqvc'}",
+      "output": "Name:             adservice-64ddc5c766-skqvc\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=64ddc5c766\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-64ddc5c766\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Port:       9555/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     300m\n      memory:  300Mi\n    Requests:\n      cpu:      200m\n      memory:   180Mi\n    Liveness:   grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-469gf (ro)\nVolumes:\n  kube-api-access-469gf:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 20:58:25 CST; 2min 20s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1194328 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1194328 (code=exited, status=0/SUCCESS)\n        CPU: 1.128s\n\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.565967 1194328 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.566018 1194328 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.566036 1194328 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.566070 1194328 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.566058 1194328 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 20:58:25 master kube-scheduler[1194328]: E1202 20:58:25.571345 1194328 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 20:58:25 master kube-scheduler[1194328]: I1202 20:58:25.571362 1194328 server.go:295] \"Requested to terminate, exiting\"\nDec 02 20:58:25 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 20:58:25 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 20:58:25 master systemd[1]: kube-scheduler.service: Consumed 1.128s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/2/path1.json b/golden-trajectory/boutique/infrastructure/2/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f94d83fc6ba2f6cf14a434fc7ba8b62e3eb29ac
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/2/path1.json
@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-ckzzm                 2/2     Running    0          73s   172.20.1.71   worker-01   <none>           <none>\ncartservice-7c5f46fc47-qzhbj             2/2     Running    0          72s   172.20.1.72   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-4t69w          0/2     Init:0/1   0          71s   <none>        worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-5snk4         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nemailservice-7dc7d85bcb-hwmkf            0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nfrontend-6778bd7b8b-pqvst                2/2     Running    0          72s   172.20.1.73   worker-01   <none>           <none>\npaymentservice-869f9f96cd-vlw6q          2/2     Running    0          73s   172.20.1.70   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-k5dnr   2/2     Running    0          71s   172.20.1.74   worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-2l7n2   0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nredis-cart-58649b5469-bvbbs              0/2     Init:0/1   0          71s   <none>        worker-02   <none>           <none>\nshippingservice-674c8c548d-ss7df         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-5cd6467fc4-5snk4'}",
+      "output": "Name:             currencyservice-5cd6467fc4-5snk4\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 13:04:08 +0800\nLabels:           app=currencyservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=5cd6467fc4\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=currencyservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-5cd6467fc4\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zk72k (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n    Image ID:       \n    Port:           7000/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:              7000\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zk72k (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      currencyservice-5cd6467fc4-5snk4 (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"name\":\"grpc\",\"containerPort\":7000,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      currencyservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/currencyservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zk72k (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-zk72k:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               74s   default-scheduler  Successfully assigned boutique/currencyservice-5cd6467fc4-5snk4 to worker-02\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 13:03:48 CST; 2min 5s ago\n       Docs: https://containerd.io\n    Process: 59473 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 59474 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 59474 (code=exited, status=0/SUCCESS)\n      Tasks: 89 (limit: 18592)\n     Memory: 170.9M\n        CPU: 3.362s\n     CGroup: /system.slice/containerd.service\n             ├─1944 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 03c45e33ead69dfe4245a66e09c94cffc62e026f4ba37deb3b00f1305c6428e2 -address /run/containerd/containerd.sock\n             ├─1972 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a6c39e2d076a44a51b2c9785cce7d390bcbc9363c131f5a3d04e39eddbe60f3d -address /run/containerd/containerd.sock\n             ├─2007 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3d66396d008c326084fa37c18b693855d5a7e0ae1a0f1a1f4248b9434f2c0949 -address /run/containerd/containerd.sock\n             ├─2042 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7df9ce31ab87397b42704b80119a7413612a20cf070429ade2abc0b3de6488fc -address /run/containerd/containerd.sock\n             ├─2843 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 034db44f7090dd30a04f54e7f6dde27aaa58f1dd3de39eff48ca5f2cab3811ed -address /run/containerd/containerd.sock\n             ├─3193 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5d5bec25d3837215ed1fe053fbe7a5eb474b88e358cd9dc14a3823b66c6cc2c4 -address /run/containerd/containerd.sock\n             └─3385 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 79989cbd7d19ad40ec10c527a34987fc240ad7a67dc19ac366d0111390de9548 -address /run/containerd/containerd.sock\n\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 1944 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 1972 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 2007 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 2042 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 2843 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 3193 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 3385 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: Stopped containerd container runtime.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Consumed 3.294s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/2/path2.json b/golden-trajectory/boutique/infrastructure/2/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f94d83fc6ba2f6cf14a434fc7ba8b62e3eb29ac
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/2/path2.json
@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-ckzzm                 2/2     Running    0          73s   172.20.1.71   worker-01   <none>           <none>\ncartservice-7c5f46fc47-qzhbj             2/2     Running    0          72s   172.20.1.72   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-4t69w          0/2     Init:0/1   0          71s   <none>        worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-5snk4         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nemailservice-7dc7d85bcb-hwmkf            0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nfrontend-6778bd7b8b-pqvst                2/2     Running    0          72s   172.20.1.73   worker-01   <none>           <none>\npaymentservice-869f9f96cd-vlw6q          2/2     Running    0          73s   172.20.1.70   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-k5dnr   2/2     Running    0          71s   172.20.1.74   worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-2l7n2   0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nredis-cart-58649b5469-bvbbs              0/2     Init:0/1   0          71s   <none>        worker-02   <none>           <none>\nshippingservice-674c8c548d-ss7df         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-5cd6467fc4-5snk4'}",
+      "output": "Name:             currencyservice-5cd6467fc4-5snk4\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 13:04:08 +0800\nLabels:           app=currencyservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=5cd6467fc4\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=currencyservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-5cd6467fc4\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zk72k (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n    Image ID:       \n    Port:           7000/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:              7000\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zk72k (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      currencyservice-5cd6467fc4-5snk4 (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"name\":\"grpc\",\"containerPort\":7000,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      currencyservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/currencyservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-zk72k (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-zk72k:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               74s   default-scheduler  Successfully assigned boutique/currencyservice-5cd6467fc4-5snk4 to worker-02\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 13:03:48 CST; 2min 5s ago\n       Docs: https://containerd.io\n    Process: 59473 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 59474 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 59474 (code=exited, status=0/SUCCESS)\n      Tasks: 89 (limit: 18592)\n     Memory: 170.9M\n        CPU: 3.362s\n     CGroup: /system.slice/containerd.service\n             ├─1944 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 03c45e33ead69dfe4245a66e09c94cffc62e026f4ba37deb3b00f1305c6428e2 -address /run/containerd/containerd.sock\n             ├─1972 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a6c39e2d076a44a51b2c9785cce7d390bcbc9363c131f5a3d04e39eddbe60f3d -address /run/containerd/containerd.sock\n             ├─2007 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3d66396d008c326084fa37c18b693855d5a7e0ae1a0f1a1f4248b9434f2c0949 -address /run/containerd/containerd.sock\n             ├─2042 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7df9ce31ab87397b42704b80119a7413612a20cf070429ade2abc0b3de6488fc -address /run/containerd/containerd.sock\n             ├─2843 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 034db44f7090dd30a04f54e7f6dde27aaa58f1dd3de39eff48ca5f2cab3811ed -address /run/containerd/containerd.sock\n             ├─3193 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5d5bec25d3837215ed1fe053fbe7a5eb474b88e358cd9dc14a3823b66c6cc2c4 -address /run/containerd/containerd.sock\n             └─3385 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 79989cbd7d19ad40ec10c527a34987fc240ad7a67dc19ac366d0111390de9548 -address /run/containerd/containerd.sock\n\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 1944 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 1972 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 2007 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 2042 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 2843 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 3193 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Unit process 3385 (containerd-shim) remains running after unit stopped.\nJan 02 13:03:48 worker-02 systemd[1]: Stopped containerd container runtime.\nJan 02 13:03:48 worker-02 systemd[1]: containerd.service: Consumed 3.294s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/20/path1.json b/golden-trajectory/boutique/infrastructure/20/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f369a589962e7bf8d520909ad39a3571e12982b7
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/20/path1.json
@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-mb5lz               1/1     Running   0          99s   172.20.2.53    worker-02   <none>           <none>\ncartservice-79b49f5555-mmhv4             0/1     Pending   0          82s   <none>         <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-bl8bz         1/1     Running   0          99s   172.20.1.204   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-zxld7         1/1     Running   0          99s   172.20.2.54    worker-02   <none>           <none>\nemailservice-c86b9b8f6-g67bn             1/1     Running   0          98s   172.20.1.205   worker-01   <none>           <none>\nfrontend-657dd795f-wn7m4                 1/1     Running   0          98s   172.20.1.206   worker-01   <none>           <none>\npaymentservice-78c5996648-khj4r          1/1     Running   0          98s   172.20.1.207   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-7hdm9    1/1     Running   0          98s   172.20.2.55    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-j6kdn   1/1     Running   0          97s   172.20.2.56    worker-02   <none>           <none>\nredis-cart-589d486f78-lnzmf              1/1     Running   0          97s   172.20.1.208   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-hd68t         1/1     Running   0          97s   172.20.1.209   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-79b49f5555-mmhv4'}",
+      "output": "Name:             cartservice-79b49f5555-mmhv4\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=79b49f5555\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-79b49f5555\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Port:       7070/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     300m\n      memory:  128Mi\n    Requests:\n      cpu:     200m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2nvwn (ro)\nVolumes:\n  kube-api-access-2nvwn:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m5s        Normal    ScalingReplicaSet   deployment/shippingservice                    Scaled up replica set shippingservice-7ff54bf6b6 to 1\n2m5s        Normal    Created             pod/shippingservice-7ff54bf6b6-hd68t          Created container server\n2m5s        Normal    Pulled              pod/shippingservice-7ff54bf6b6-hd68t          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m5s        Normal    Pulled              pod/recommendationservice-7bf5b7d9b8-j6kdn    Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n2m5s        Normal    Created             pod/recommendationservice-7bf5b7d9b8-j6kdn    Created container server\n2m5s        Normal    Pulled              pod/paymentservice-78c5996648-khj4r           Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\" already present on machine\n2m5s        Normal    Started             pod/recommendationservice-7bf5b7d9b8-j6kdn    Started container server\n2m5s        Normal    ScalingReplicaSet   deployment/redis-cart                         Scaled up replica set redis-cart-589d486f78 to 1\n2m5s        Normal    SuccessfulCreate    replicaset/redis-cart-589d486f78              Created pod: redis-cart-589d486f78-lnzmf\n2m5s        Normal    Pulled              pod/productcatalogservice-ddb46fc86-7hdm9     Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n2m5s        Normal    SuccessfulCreate    replicaset/shippingservice-7ff54bf6b6         Created pod: shippingservice-7ff54bf6b6-hd68t\n2m5s        Normal    Created             pod/productcatalogservice-ddb46fc86-7hdm9     Created container server\n2m5s        Normal    Started             pod/productcatalogservice-ddb46fc86-7hdm9     Started container server\n2m5s        Normal    Started             pod/paymentservice-78c5996648-khj4r           Started container server\n2m5s        Normal    Created             pod/redis-cart-589d486f78-lnzmf               Created container redis\n2m5s        Normal    SuccessfulCreate    replicaset/recommendationservice-7bf5b7d9b8   Created pod: recommendationservice-7bf5b7d9b8-j6kdn\n2m4s        Normal    Started             pod/shippingservice-7ff54bf6b6-hd68t          Started container server\n110s        Normal    ScalingReplicaSet   deployment/cartservice                        Scaled up replica set cartservice-79b49f5555 to 1\n110s        Normal    SuccessfulCreate    replicaset/cartservice-79b49f5555             Created pod: cartservice-79b49f5555-mmhv4\n110s        Warning   FailedCreate        replicaset/cartservice-79b49f5555             Error creating: pods \"cartservice-79b49f5555-\" is forbidden: error looking up service account boutique/cartservice: serviceaccount \"cartservice\" not found\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:13:59 CST; 1min 50s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1240252 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1240252 (code=exited, status=0/SUCCESS)\n        CPU: 1.703s\n\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.438808 1240252 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.438827 1240252 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.438850 1240252 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.438916 1240252 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.439172 1240252 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:13:59 master kube-scheduler[1240252]: E1202 21:13:59.442738 1240252 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.442756 1240252 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:13:59 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:13:59 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:13:59 master systemd[1]: kube-scheduler.service: Consumed 1.703s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/20/path2.json b/golden-trajectory/boutique/infrastructure/20/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2c54d85d0c49637a02b4b143aa268836346ea7b
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/20/path2.json
@@ -0,0 +1,168 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 10,
+    "total_trace_steps": 10,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetRecentLogs",
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "GetResources",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-mb5lz               1/1     Running   0          99s   172.20.2.53    worker-02   <none>           <none>\ncartservice-79b49f5555-mmhv4             0/1     Pending   0          82s   <none>         <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-bl8bz         1/1     Running   0          99s   172.20.1.204   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-zxld7         1/1     Running   0          99s   172.20.2.54    worker-02   <none>           <none>\nemailservice-c86b9b8f6-g67bn             1/1     Running   0          98s   172.20.1.205   worker-01   <none>           <none>\nfrontend-657dd795f-wn7m4                 1/1     Running   0          98s   172.20.1.206   worker-01   <none>           <none>\npaymentservice-78c5996648-khj4r          1/1     Running   0          98s   172.20.1.207   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-7hdm9    1/1     Running   0          98s   172.20.2.55    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-j6kdn   1/1     Running   0          97s   172.20.2.56    worker-02   <none>           <none>\nredis-cart-589d486f78-lnzmf              1/1     Running   0          97s   172.20.1.208   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-hd68t         1/1     Running   0          97s   172.20.1.209   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-79b49f5555-mmhv4'}",
+      "output": "Name:             cartservice-79b49f5555-mmhv4\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=79b49f5555\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-79b49f5555\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Port:       7070/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     300m\n      memory:  128Mi\n    Requests:\n      cpu:     200m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2nvwn (ro)\nVolumes:\n  kube-api-access-2nvwn:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetRecentLogs",
+      "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice', lines: 10}",
+      "output": []
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                               DESIRED   CURRENT   READY   AGE\nadservice-64ddc5c766               1         1         1       109s\ncartservice-79b49f5555             1         1         0       92s\ncheckoutservice-8445f8b6cb         1         1         1       109s\ncurrencyservice-5c6fdf7ccb         1         1         1       109s\nemailservice-c86b9b8f6             1         1         1       108s\nfrontend-657dd795f                 1         1         1       108s\npaymentservice-78c5996648          1         1         1       108s\nproductcatalogservice-ddb46fc86    1         1         1       108s\nrecommendationservice-7bf5b7d9b8   1         1         1       108s\nredis-cart-589d486f78              1         1         1       107s\nshippingservice-7ff54bf6b6         1         1         1       107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'cartservice-79b49f5555'}",
+      "output": "Name:           cartservice-79b49f5555\nNamespace:      boutique\nSelector:       app=cartservice,pod-template-hash=79b49f5555\nLabels:         app=cartservice\n                pod-template-hash=79b49f5555\nAnnotations:    deployment.kubernetes.io/desired-replicas: 1\n                deployment.kubernetes.io/max-replicas: 2\n                deployment.kubernetes.io/revision: 1\nControlled By:  Deployment/cartservice\nReplicas:       1 current / 1 desired\nPods Status:    0 Running / 1 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n  Labels:           app=cartservice\n                    pod-template-hash=79b49f5555\n  Service Account:  cartservice\n  Containers:\n   server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Port:       7070/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     300m\n      memory:  128Mi\n    Requests:\n      cpu:     200m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:        <none>\n  Volumes:         <none>\n  Node-Selectors:  <none>\n  Tolerations:     <none>\nEvents:\n  Type     Reason            Age                From                   Message\n  ----     ------            ----               ----                   -------\n  Warning  FailedCreate      93s (x2 over 93s)  replicaset-controller  Error creating: pods \"cartservice-79b49f5555-\" is forbidden: error looking up service account boutique/cartservice: serviceaccount \"cartservice\" not found\n  Normal   SuccessfulCreate  93s                replicaset-controller  Created pod: cartservice-79b49f5555-mmhv4\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'serviceaccount', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    SECRETS   AGE\nadservice               0         113s\ncartservice             0         96s\ncheckoutservice         0         113s\ncurrencyservice         0         113s\ndefault                 0         36d\nemailservice            0         112s\nfrontend                0         112s\npaymentservice          0         112s\nproductcatalogservice   0         112s\nrecommendationservice   0         112s\nshippingservice         0         111s\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoint', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice               172.20.2.53:9555     115s\ncartservice             <none>               98s\ncheckoutservice         172.20.1.204:5050    115s\ncurrencyservice         172.20.2.54:7000     115s\nemailservice            172.20.1.205:8080    114s\nfrontend                172.20.1.206:8080    114s\nfrontend-external       172.20.1.206:8080    114s\npaymentservice          172.20.1.207:50051   114s\nproductcatalogservice   172.20.2.55:3550     114s\nrecommendationservice   172.20.2.56:8080     114s\nredis-cart              172.20.1.208:6379    113s\nshippingservice         172.20.1.209:50051   113s\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:13:59 CST; 1min 50s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1240252 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1240252 (code=exited, status=0/SUCCESS)\n        CPU: 1.703s\n\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.438808 1240252 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.438827 1240252 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.438850 1240252 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.438916 1240252 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.439172 1240252 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:13:59 master kube-scheduler[1240252]: E1202 21:13:59.442738 1240252 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:13:59 master kube-scheduler[1240252]: I1202 21:13:59.442756 1240252 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:13:59 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:13:59 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:13:59 master systemd[1]: kube-scheduler.service: Consumed 1.703s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/21/path1.json b/golden-trajectory/boutique/infrastructure/21/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fff71fa2ffcee7599db8596ce1a771550f4fbec
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/21/path1.json
@@ -0,0 +1,266 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 10,
+    "total_trace_steps": 10,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus",
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-bg82p               1/1     Running   0          99s   172.20.1.210   worker-01   <none>           <none>\ncartservice-79b49f5555-dpjlm             1/1     Running   0          99s   172.20.2.57    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-58chn         0/1     Pending   0          82s   <none>         <none>      <none>           <none>\ncurrencyservice-5c6fdf7ccb-z9wxp         1/1     Running   0          99s   172.20.2.58    worker-02   <none>           <none>\nemailservice-c86b9b8f6-6xtv6             1/1     Running   0          99s   172.20.1.211   worker-01   <none>           <none>\nfrontend-657dd795f-l4wxj                 1/1     Running   0          98s   172.20.2.59    worker-02   <none>           <none>\npaymentservice-78c5996648-4j4gs          1/1     Running   0          98s   172.20.1.212   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-nr7hl    1/1     Running   0          98s   172.20.2.60    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-kfvk5   1/1     Running   0          98s   172.20.1.213   worker-01   <none>           <none>\nredis-cart-589d486f78-rsr9p              1/1     Running   0          98s   172.20.2.61    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-fmrfj         1/1     Running   0          97s   172.20.1.214   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-8445f8b6cb-58chn'}",
+      "output": "Name:             checkoutservice-8445f8b6cb-58chn\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             <none>\nLabels:           app=checkoutservice\n                  pod-template-hash=8445f8b6cb\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-8445f8b6cb\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Port:       5050/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-c6xx7 (ro)\nVolumes:\n  kube-api-access-c6xx7:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:17:00 CST; 1min 50s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1271314 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1271314 (code=exited, status=0/SUCCESS)\n        CPU: 678ms\n\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071141 1271314 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071179 1271314 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071186 1271314 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071279 1271314 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071147 1271314 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071302 1271314 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:17:00 master kube-scheduler[1271314]: E1202 21:17:00.074977 1271314 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.074995 1271314 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:17:00 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:17:00 master systemd[1]: Stopped Kubernetes Scheduler."
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-bg82p               1/1     Running   0          99s   172.20.1.210   worker-01   <none>           <none>\ncartservice-79b49f5555-dpjlm             1/1     Running   0          99s   172.20.2.57    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-58chn         0/1     Pending   0          82s   <none>         <none>      <none>           <none>\ncurrencyservice-5c6fdf7ccb-z9wxp         1/1     Running   0          99s   172.20.2.58    worker-02   <none>           <none>\nemailservice-c86b9b8f6-6xtv6             1/1     Running   0          99s   172.20.1.211   worker-01   <none>           <none>\nfrontend-657dd795f-l4wxj                 1/1     Running   0          98s   172.20.2.59    worker-02   <none>           <none>\npaymentservice-78c5996648-4j4gs          1/1     Running   0          98s   172.20.1.212   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-nr7hl    1/1     Running   0          98s   172.20.2.60    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-kfvk5   1/1     Running   0          98s   172.20.1.213   worker-01   <none>           <none>\nredis-cart-589d486f78-rsr9p              1/1     Running   0          98s   172.20.2.61    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-fmrfj         1/1     Running   0          97s   172.20.1.214   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-8445f8b6cb-58chn'}",
+      "output": "Name:             checkoutservice-8445f8b6cb-58chn\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             <none>\nLabels:           app=checkoutservice\n                  pod-template-hash=8445f8b6cb\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-8445f8b6cb\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Port:       5050/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-c6xx7 (ro)\nVolumes:\n  kube-api-access-c6xx7:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:17:00 CST; 1min 50s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1271314 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1271314 (code=exited, status=0/SUCCESS)\n        CPU: 678ms\n\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071141 1271314 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071179 1271314 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071186 1271314 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071279 1271314 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071147 1271314 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071302 1271314 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:17:00 master kube-scheduler[1271314]: E1202 21:17:00.074977 1271314 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.074995 1271314 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:17:00 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:17:00 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/21/path2.json b/golden-trajectory/boutique/infrastructure/21/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..923b18304358aab3c73c070493996925a3329efa
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/21/path2.json
@@ -0,0 +1,162 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 9,
+    "total_trace_steps": 9,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-bg82p               1/1     Running   0          99s   172.20.1.210   worker-01   <none>           <none>\ncartservice-79b49f5555-dpjlm             1/1     Running   0          99s   172.20.2.57    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-58chn         0/1     Pending   0          82s   <none>         <none>      <none>           <none>\ncurrencyservice-5c6fdf7ccb-z9wxp         1/1     Running   0          99s   172.20.2.58    worker-02   <none>           <none>\nemailservice-c86b9b8f6-6xtv6             1/1     Running   0          99s   172.20.1.211   worker-01   <none>           <none>\nfrontend-657dd795f-l4wxj                 1/1     Running   0          98s   172.20.2.59    worker-02   <none>           <none>\npaymentservice-78c5996648-4j4gs          1/1     Running   0          98s   172.20.1.212   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-nr7hl    1/1     Running   0          98s   172.20.2.60    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-kfvk5   1/1     Running   0          98s   172.20.1.213   worker-01   <none>           <none>\nredis-cart-589d486f78-rsr9p              1/1     Running   0          98s   172.20.2.61    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-fmrfj         1/1     Running   0          97s   172.20.1.214   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-8445f8b6cb-58chn'}",
+      "output": "Name:             checkoutservice-8445f8b6cb-58chn\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             <none>\nLabels:           app=checkoutservice\n                  pod-template-hash=8445f8b6cb\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-8445f8b6cb\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Port:       5050/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-c6xx7 (ro)\nVolumes:\n  kube-api-access-c6xx7:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                               DESIRED   CURRENT   READY   AGE\nadservice-64ddc5c766               1         1         1       109s\ncartservice-79b49f5555             1         1         1       109s\ncheckoutservice-8445f8b6cb         1         1         0       92s\ncurrencyservice-5c6fdf7ccb         1         1         1       109s\nemailservice-c86b9b8f6             1         1         1       109s\nfrontend-657dd795f                 1         1         1       108s\npaymentservice-78c5996648          1         1         1       108s\nproductcatalogservice-ddb46fc86    1         1         1       108s\nrecommendationservice-7bf5b7d9b8   1         1         1       108s\nredis-cart-589d486f78              1         1         1       108s\nshippingservice-7ff54bf6b6         1         1         1       107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'checkoutservice-8445f8b6cb'}",
+      "output": "Name:           checkoutservice-8445f8b6cb\nNamespace:      boutique\nSelector:       app=checkoutservice,pod-template-hash=8445f8b6cb\nLabels:         app=checkoutservice\n                pod-template-hash=8445f8b6cb\nAnnotations:    deployment.kubernetes.io/desired-replicas: 1\n                deployment.kubernetes.io/max-replicas: 2\n                deployment.kubernetes.io/revision: 1\nControlled By:  Deployment/checkoutservice\nReplicas:       1 current / 1 desired\nPods Status:    0 Running / 1 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n  Labels:           app=checkoutservice\n                    pod-template-hash=8445f8b6cb\n  Service Account:  checkoutservice\n  Containers:\n   server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Port:       5050/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:                          <none>\n  Volumes:                           <none>\n  Node-Selectors:                    <none>\n  Tolerations:                       <none>\nEvents:\n  Type     Reason            Age                From                   Message\n  ----     ------            ----               ----                   -------\n  Warning  FailedCreate      93s (x3 over 93s)  replicaset-controller  Error creating: pods \"checkoutservice-8445f8b6cb-\" is forbidden: error looking up service account boutique/checkoutservice: serviceaccount \"checkoutservice\" not found\n  Normal   SuccessfulCreate  93s                replicaset-controller  Created pod: checkoutservice-8445f8b6cb-58chn\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'serviceaccount', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    SECRETS   AGE\nadservice               0         112s\ncartservice             0         112s\ncheckoutservice         0         95s\ncurrencyservice         0         112s\ndefault                 0         36d\nemailservice            0         112s\nfrontend                0         111s\npaymentservice          0         111s\nproductcatalogservice   0         111s\nrecommendationservice   0         111s\nshippingservice         0         110s\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: checkoutservice\n  namespace: boutique\n  labels:\n    app: checkoutservice\nspec:\n  selector:\n    matchLabels:\n      app: checkoutservice\n  template:\n    metadata:\n      labels:\n        app: checkoutservice\n    spec:\n      serviceAccountName: checkoutservice\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n        - name: server\n          securityContext:\n            allowPrivilegeEscalation: false\n            capabilities:\n              drop:\n                - ALL\n            privileged: false\n            readOnlyRootFilesystem: true\n          image: us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n          ports:\n          - containerPort: 5050\n          readinessProbe:\n            initialDelaySeconds: 5\n            grpc:\n              port: 5050\n          livenessProbe:\n            initialDelaySeconds: 5\n            grpc:\n              port: 5050\n          env:\n          - name: PORT\n            value: \"5050\"\n          - name: PRODUCT_CATALOG_SERVICE_ADDR\n            value: \"productcatalogservice:3550\"\n          - name: SHIPPING_SERVICE_ADDR\n            value: \"shippingservice:50051\"\n          - name: PAYMENT_SERVICE_ADDR\n            value: \"paymentservice:50051\"\n          - name: EMAIL_SERVICE_ADDR\n            value: \"emailservice:5000\"\n          - name: CURRENCY_SERVICE_ADDR\n            value: \"currencyservice:7000\"\n          - name: CART_SERVICE_ADDR\n            value: \"cartservice:7070\"\n          resources:\n            requests:\n              cpu: 100m\n              memory: 64Mi\n            limits:\n              cpu: 200m\n              memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: checkoutservice\n  namespace: boutique\n  labels:\n    app: checkoutservice\nspec:\n  type: ClusterIP\n  selector:\n    app: checkoutservice\n  ports:\n  - name: grpc\n    port: 5050\n    targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: checkoutservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:17:00 CST; 1min 50s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1271314 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1271314 (code=exited, status=0/SUCCESS)\n        CPU: 678ms\n\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071141 1271314 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071179 1271314 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071186 1271314 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071279 1271314 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071147 1271314 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.071302 1271314 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:17:00 master kube-scheduler[1271314]: E1202 21:17:00.074977 1271314 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:17:00 master kube-scheduler[1271314]: I1202 21:17:00.074995 1271314 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:17:00 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:17:00 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/22/path1.json b/golden-trajectory/boutique/infrastructure/22/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f1a70fb2ad1f385a4a85503814c94aadfeac622
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/22/path1.json
@@ -0,0 +1,150 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 7,
+    "total_trace_steps": 7,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "GetClusterConfiguration",
+      "GetResources",
+      "GetRecentLogs",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-ph7h5               1/1     Running   0          99s   172.20.2.62    worker-02   <none>           <none>\ncartservice-79b49f5555-w5ft7             1/1     Running   0          99s   172.20.1.215   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-wd8jl         1/1     Running   0          98s   172.20.1.216   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-tc4gk         0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nemailservice-c86b9b8f6-v5wqt             1/1     Running   0          98s   172.20.2.63    worker-02   <none>           <none>\nfrontend-657dd795f-96gfn                 1/1     Running   0          98s   172.20.1.217   worker-01   <none>           <none>\npaymentservice-78c5996648-srhcl          1/1     Running   0          98s   172.20.2.64    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-d99p9    1/1     Running   0          98s   172.20.1.218   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-nhrtk   1/1     Running   0          97s   172.20.2.65    worker-02   <none>           <none>\nredis-cart-589d486f78-sld6s              1/1     Running   0          97s   172.20.1.219   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-jmzvh         1/1     Running   0          97s   172.20.2.66    worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-5c6fdf7ccb-tc4gk'}",
+      "output": "Name:             currencyservice-5c6fdf7ccb-tc4gk\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=5c6fdf7ccb\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-5c6fdf7ccb\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n    Port:       7000/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:7000  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:7000  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              7000\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-j7vjj (ro)\nVolumes:\n  kube-api-access-j7vjj:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'currencyservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: currencyservice\n  namespace: boutique\n  labels:\n    app: currencyservice\nspec:\n  selector:\n    matchLabels:\n      app: currencyservice\n  template:\n    metadata:\n      labels:\n        app: currencyservice\n    spec:\n      serviceAccountName: currencyservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n        ports:\n        - name: grpc\n          containerPort: 7000\n        env:\n        - name: PORT\n          value: \"7000\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 7000\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 7000\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: currencyservice\n  namespace: boutique\n  labels:\n    app: currencyservice\nspec:\n  type: ClusterIP\n  selector:\n    app: currencyservice\n  ports:\n  - name: grpc\n    port: 7000\n    targetPort: 7000\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: currencyservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'events', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m5s        Normal    Created             pod/paymentservice-78c5996648-srhcl           Created container server\n2m5s        Normal    Created             pod/frontend-657dd795f-96gfn                  Created container server\n2m5s        Normal    Started             pod/recommendationservice-7bf5b7d9b8-nhrtk    Started container server\n2m5s        Normal    Pulled              pod/redis-cart-589d486f78-sld6s               Container image \"redis:alpine\" already present on machine\n2m5s        Normal    Pulled              pod/recommendationservice-7bf5b7d9b8-nhrtk    Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n2m5s        Normal    Pulled              pod/productcatalogservice-ddb46fc86-d99p9     Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n2m5s        Normal    Started             pod/frontend-657dd795f-96gfn                  Started container server\n2m5s        Normal    Started             pod/paymentservice-78c5996648-srhcl           Started container server\n2m5s        Normal    ScalingReplicaSet   deployment/recommendationservice              Scaled up replica set recommendationservice-7bf5b7d9b8 to 1\n2m5s        Normal    Created             pod/recommendationservice-7bf5b7d9b8-nhrtk    Created container server\n2m5s        Normal    SuccessfulCreate    replicaset/shippingservice-7ff54bf6b6         Created pod: shippingservice-7ff54bf6b6-jmzvh\n2m5s        Normal    Created             pod/productcatalogservice-ddb46fc86-d99p9     Created container server\n2m5s        Normal    Pulled              pod/frontend-657dd795f-96gfn                  Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n2m5s        Normal    Started             pod/productcatalogservice-ddb46fc86-d99p9     Started container server\n2m4s        Normal    Pulled              pod/shippingservice-7ff54bf6b6-jmzvh          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m4s        Normal    Created             pod/shippingservice-7ff54bf6b6-jmzvh          Created container server\n2m4s        Normal    Started             pod/shippingservice-7ff54bf6b6-jmzvh          Started container server\n110s        Normal    ScalingReplicaSet   deployment/currencyservice                    Scaled up replica set currencyservice-5c6fdf7ccb to 1\n110s        Normal    SuccessfulCreate    replicaset/currencyservice-5c6fdf7ccb         Created pod: currencyservice-5c6fdf7ccb-tc4gk\n110s        Warning   FailedCreate        replicaset/currencyservice-5c6fdf7ccb         Error creating: pods \"currencyservice-5c6fdf7ccb-\" is forbidden: error looking up service account boutique/currencyservice: serviceaccount \"currencyservice\" not found\n"
+    },
+    {
+      "tool_name": "GetRecentLogs",
+      "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'currencyservice', lines: 20}",
+      "output": []
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:20:00 CST; 1min 50s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1289440 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1289440 (code=exited, status=0/SUCCESS)\n        CPU: 1.038s\n\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511157 1289440 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511223 1289440 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511359 1289440 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511377 1289440 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511404 1289440 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:20:00 master kube-scheduler[1289440]: E1202 21:20:00.516254 1289440 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.516272 1289440 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:20:00 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:20:00 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:20:00 master systemd[1]: kube-scheduler.service: Consumed 1.038s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/22/path2.json b/golden-trajectory/boutique/infrastructure/22/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bafc4b1b3dfc5adeae920b1960968e054ca80a6
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/22/path2.json
@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-ph7h5               1/1     Running   0          99s   172.20.2.62    worker-02   <none>           <none>\ncartservice-79b49f5555-w5ft7             1/1     Running   0          99s   172.20.1.215   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-wd8jl         1/1     Running   0          98s   172.20.1.216   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-tc4gk         0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nemailservice-c86b9b8f6-v5wqt             1/1     Running   0          98s   172.20.2.63    worker-02   <none>           <none>\nfrontend-657dd795f-96gfn                 1/1     Running   0          98s   172.20.1.217   worker-01   <none>           <none>\npaymentservice-78c5996648-srhcl          1/1     Running   0          98s   172.20.2.64    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-d99p9    1/1     Running   0          98s   172.20.1.218   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-nhrtk   1/1     Running   0          97s   172.20.2.65    worker-02   <none>           <none>\nredis-cart-589d486f78-sld6s              1/1     Running   0          97s   172.20.1.219   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-jmzvh         1/1     Running   0          97s   172.20.2.66    worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-5c6fdf7ccb-tc4gk'}",
+      "output": "Name:             currencyservice-5c6fdf7ccb-tc4gk\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=5c6fdf7ccb\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-5c6fdf7ccb\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n    Port:       7000/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:7000  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:7000  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              7000\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-j7vjj (ro)\nVolumes:\n  kube-api-access-j7vjj:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'currencyservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: currencyservice\n  namespace: boutique\n  labels:\n    app: currencyservice\nspec:\n  selector:\n    matchLabels:\n      app: currencyservice\n  template:\n    metadata:\n      labels:\n        app: currencyservice\n    spec:\n      serviceAccountName: currencyservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n        ports:\n        - name: grpc\n          containerPort: 7000\n        env:\n        - name: PORT\n          value: \"7000\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 7000\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 7000\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: currencyservice\n  namespace: boutique\n  labels:\n    app: currencyservice\nspec:\n  type: ClusterIP\n  selector:\n    app: currencyservice\n  ports:\n  - name: grpc\n    port: 7000\n    targetPort: 7000\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: currencyservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:20:00 CST; 1min 50s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1289440 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1289440 (code=exited, status=0/SUCCESS)\n        CPU: 1.038s\n\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511157 1289440 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511223 1289440 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511359 1289440 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511377 1289440 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.511404 1289440 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:20:00 master kube-scheduler[1289440]: E1202 21:20:00.516254 1289440 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:20:00 master kube-scheduler[1289440]: I1202 21:20:00.516272 1289440 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:20:00 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:20:00 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:20:00 master systemd[1]: kube-scheduler.service: Consumed 1.038s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/23/path1.json b/golden-trajectory/boutique/infrastructure/23/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5755b9b0aa3f97d4c555c9e426285633ec2dcc59
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/23/path1.json
@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-lqxxw               1/1     Running   0          99s   172.20.1.220   worker-01   <none>           <none>\ncartservice-79b49f5555-bfksc             1/1     Running   0          99s   172.20.2.67    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-djmzc         1/1     Running   0          98s   172.20.1.221   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-4jd8w         1/1     Running   0          98s   172.20.2.68    worker-02   <none>           <none>\nemailservice-c86b9b8f6-92zg7             0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nfrontend-657dd795f-hzqbw                 1/1     Running   0          98s   172.20.1.222   worker-01   <none>           <none>\npaymentservice-78c5996648-z8f7x          1/1     Running   0          98s   172.20.2.69    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-6fxpq    1/1     Running   0          98s   172.20.2.70    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-bckfv   1/1     Running   0          97s   172.20.1.223   worker-01   <none>           <none>\nredis-cart-589d486f78-8lb2z              1/1     Running   0          97s   172.20.2.71    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-h6cwn         1/1     Running   0          97s   172.20.1.224   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-c86b9b8f6-92zg7'}",
+      "output": "Name:             emailservice-c86b9b8f6-92zg7\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=c86b9b8f6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-c86b9b8f6\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              8080\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-jwctx (ro)\nVolumes:\n  kube-api-access-jwctx:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:23:01 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1307499 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1307499 (code=exited, status=0/SUCCESS)\n        CPU: 1.068s\n\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470341 1307499 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470448 1307499 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470582 1307499 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470603 1307499 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470612 1307499 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:23:01 master kube-scheduler[1307499]: E1202 21:23:01.474326 1307499 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.474347 1307499 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:23:01 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:23:01 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:23:01 master systemd[1]: kube-scheduler.service: Consumed 1.068s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/23/path2.json b/golden-trajectory/boutique/infrastructure/23/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0cbde0c012ca25dd2957ffbb17145abcc5a7341
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/23/path2.json
@@ -0,0 +1,162 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 9,
+    "total_trace_steps": 9,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML",
+      "GetResources",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-lqxxw               1/1     Running   0          99s   172.20.1.220   worker-01   <none>           <none>\ncartservice-79b49f5555-bfksc             1/1     Running   0          99s   172.20.2.67    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-djmzc         1/1     Running   0          98s   172.20.1.221   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-4jd8w         1/1     Running   0          98s   172.20.2.68    worker-02   <none>           <none>\nemailservice-c86b9b8f6-92zg7             0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nfrontend-657dd795f-hzqbw                 1/1     Running   0          98s   172.20.1.222   worker-01   <none>           <none>\npaymentservice-78c5996648-z8f7x          1/1     Running   0          98s   172.20.2.69    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-6fxpq    1/1     Running   0          98s   172.20.2.70    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-bckfv   1/1     Running   0          97s   172.20.1.223   worker-01   <none>           <none>\nredis-cart-589d486f78-8lb2z              1/1     Running   0          97s   172.20.2.71    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-h6cwn         1/1     Running   0          97s   172.20.1.224   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-c86b9b8f6-92zg7'}",
+      "output": "Name:             emailservice-c86b9b8f6-92zg7\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=c86b9b8f6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-c86b9b8f6\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              8080\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-jwctx (ro)\nVolumes:\n  kube-api-access-jwctx:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                               DESIRED   CURRENT   READY   AGE\nadservice-64ddc5c766               1         1         1       110s\ncartservice-79b49f5555             1         1         1       110s\ncheckoutservice-8445f8b6cb         1         1         1       109s\ncurrencyservice-5c6fdf7ccb         1         1         1       109s\nemailservice-c86b9b8f6             1         1         0       93s\nfrontend-657dd795f                 1         1         1       109s\npaymentservice-78c5996648          1         1         1       109s\nproductcatalogservice-ddb46fc86    1         1         1       109s\nrecommendationservice-7bf5b7d9b8   1         1         1       108s\nredis-cart-589d486f78              1         1         1       108s\nshippingservice-7ff54bf6b6         1         1         1       108s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'emailservice-c86b9b8f6'}",
+      "output": "Name:           emailservice-c86b9b8f6\nNamespace:      boutique\nSelector:       app=emailservice,pod-template-hash=c86b9b8f6\nLabels:         app=emailservice\n                pod-template-hash=c86b9b8f6\nAnnotations:    deployment.kubernetes.io/desired-replicas: 1\n                deployment.kubernetes.io/max-replicas: 2\n                deployment.kubernetes.io/revision: 1\nControlled By:  Deployment/emailservice\nReplicas:       1 current / 1 desired\nPods Status:    0 Running / 1 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n  Labels:           app=emailservice\n                    pod-template-hash=c86b9b8f6\n  Service Account:  emailservice\n  Containers:\n   server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              8080\n      DISABLE_PROFILER:  1\n    Mounts:              <none>\n  Volumes:               <none>\n  Node-Selectors:        <none>\n  Tolerations:           <none>\nEvents:\n  Type     Reason            Age                From                   Message\n  ----     ------            ----               ----                   -------\n  Warning  FailedCreate      94s (x2 over 94s)  replicaset-controller  Error creating: pods \"emailservice-c86b9b8f6-\" is forbidden: error looking up service account boutique/emailservice: serviceaccount \"emailservice\" not found\n  Normal   SuccessfulCreate  94s                replicaset-controller  Created pod: emailservice-c86b9b8f6-92zg7\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'serviceaccount', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    SECRETS   AGE\nadservice               0         113s\ncartservice             0         113s\ncheckoutservice         0         112s\ncurrencyservice         0         112s\ndefault                 0         36d\nemailservice            0         96s\nfrontend                0         112s\npaymentservice          0         112s\nproductcatalogservice   0         112s\nrecommendationservice   0         111s\nshippingservice         0         111s\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'emailservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: emailservice\n  namespace: boutique\n  labels:\n    app: emailservice\nspec:\n  selector:\n    matchLabels:\n      app: emailservice\n  template:\n    metadata:\n      labels:\n        app: emailservice\n    spec:\n      serviceAccountName: emailservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n        ports:\n        - containerPort: 8080\n        env:\n        - name: PORT\n          value: \"8080\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 8080\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: emailservice\n  namespace: boutique\n  labels:\n    app: emailservice\nspec:\n  type: ClusterIP\n  selector:\n    app: emailservice\n  ports:\n  - name: grpc\n    port: 5000\n    targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: emailservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoint', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice               172.20.1.220:9555    116s\ncartservice             172.20.2.67:7070     116s\ncheckoutservice         172.20.1.221:5050    115s\ncurrencyservice         172.20.2.68:7000     115s\nemailservice            <none>               99s\nfrontend                172.20.1.222:8080    115s\nfrontend-external       172.20.1.222:8080    115s\npaymentservice          172.20.2.69:50051    115s\nproductcatalogservice   172.20.2.70:3550     115s\nrecommendationservice   172.20.1.223:8080    114s\nredis-cart              172.20.2.71:6379     114s\nshippingservice         172.20.1.224:50051   114s\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:23:01 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1307499 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1307499 (code=exited, status=0/SUCCESS)\n        CPU: 1.068s\n\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470341 1307499 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470448 1307499 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470582 1307499 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470603 1307499 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.470612 1307499 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:23:01 master kube-scheduler[1307499]: E1202 21:23:01.474326 1307499 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:23:01 master kube-scheduler[1307499]: I1202 21:23:01.474347 1307499 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:23:01 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:23:01 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:23:01 master systemd[1]: kube-scheduler.service: Consumed 1.068s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/24/path1.json b/golden-trajectory/boutique/infrastructure/24/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..eaefc6133ed35aaba416c762f45f31fae8e9f118
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/24/path1.json
@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-7sjgk               1/1     Running   0          99s   172.20.1.225   worker-01   <none>           <none>\ncartservice-79b49f5555-5bb6w             1/1     Running   0          99s   172.20.2.72    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-pt499         1/1     Running   0          99s   172.20.1.226   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-jx2l4         1/1     Running   0          98s   172.20.2.73    worker-02   <none>           <none>\nemailservice-c86b9b8f6-25s2t             1/1     Running   0          98s   172.20.2.74    worker-02   <none>           <none>\nfrontend-c884c5787-lnqxr                 0/1     Pending   0          82s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-c9tvn          1/1     Running   0          98s   172.20.1.227   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-bhrhp    1/1     Running   0          98s   172.20.2.75    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-2ghfk   1/1     Running   0          98s   172.20.1.228   worker-01   <none>           <none>\nredis-cart-589d486f78-9j4cs              1/1     Running   0          97s   172.20.2.76    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-8f7nb         1/1     Running   0          97s   172.20.1.229   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-c884c5787-lnqxr'}",
+      "output": "Name:             frontend-c884c5787-lnqxr\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=c884c5787\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-c884c5787\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                             8080\n      PRODUCT_CATALOG_SERVICE_ADDR:     productcatalogservice:3550\n      CURRENCY_SERVICE_ADDR:            currencyservice:7000\n      CART_SERVICE_ADDR:                cartservice:7070\n      RECOMMENDATION_SERVICE_ADDR:      recommendationservice:8080\n      SHIPPING_SERVICE_ADDR:            shippingservice:50051\n      CHECKOUT_SERVICE_ADDR:            checkoutservice:5050\n      AD_SERVICE_ADDR:                  adservice:9555\n      SHOPPING_ASSISTANT_SERVICE_ADDR:  shoppingassistantservice:80\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2zzz6 (ro)\nVolumes:\n  kube-api-access-2zzz6:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m5s        Normal    ScalingReplicaSet   deployment/shippingservice                    Scaled up replica set shippingservice-7ff54bf6b6 to 1\n2m5s        Normal    ScalingReplicaSet   deployment/redis-cart                         Scaled up replica set redis-cart-589d486f78 to 1\n2m5s        Normal    Started             pod/paymentservice-78c5996648-c9tvn           Started container server\n2m5s        Normal    Pulled              pod/shippingservice-7ff54bf6b6-8f7nb          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m5s        Normal    Created             pod/shippingservice-7ff54bf6b6-8f7nb          Created container server\n2m5s        Normal    SuccessfulCreate    replicaset/redis-cart-589d486f78              Created pod: redis-cart-589d486f78-9j4cs\n2m5s        Normal    Started             pod/recommendationservice-7bf5b7d9b8-2ghfk    Started container server\n2m5s        Normal    Created             pod/paymentservice-78c5996648-c9tvn           Created container server\n2m5s        Normal    Pulled              pod/recommendationservice-7bf5b7d9b8-2ghfk    Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n2m5s        Normal    Pulled              pod/redis-cart-589d486f78-9j4cs               Container image \"redis:alpine\" already present on machine\n2m5s        Normal    Created             pod/productcatalogservice-ddb46fc86-bhrhp     Created container server\n2m5s        Normal    Pulled              pod/paymentservice-78c5996648-c9tvn           Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\" already present on machine\n2m5s        Normal    Started             pod/productcatalogservice-ddb46fc86-bhrhp     Started container server\n2m5s        Normal    Created             pod/redis-cart-589d486f78-9j4cs               Created container redis\n2m5s        Normal    Started             pod/redis-cart-589d486f78-9j4cs               Started container redis\n2m5s        Normal    Started             pod/emailservice-c86b9b8f6-25s2t              Started container server\n2m4s        Normal    Started             pod/shippingservice-7ff54bf6b6-8f7nb          Started container server\n110s        Normal    ScalingReplicaSet   deployment/frontend                           Scaled up replica set frontend-c884c5787 to 1\n110s        Normal    SuccessfulCreate    replicaset/frontend-c884c5787                 Created pod: frontend-c884c5787-lnqxr\n110s        Warning   FailedCreate        replicaset/frontend-c884c5787                 Error creating: pods \"frontend-c884c5787-\" is forbidden: error looking up service account boutique/frontend: serviceaccount \"frontend\" not found\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:26:03 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1325647 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1325647 (code=exited, status=0/SUCCESS)\n        CPU: 1.310s\n\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381596 1325647 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381716 1325647 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381796 1325647 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381826 1325647 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381832 1325647 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:26:03 master kube-scheduler[1325647]: E1202 21:26:03.386983 1325647 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.387000 1325647 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:26:03 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:26:03 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:26:03 master systemd[1]: kube-scheduler.service: Consumed 1.310s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/24/path2.json b/golden-trajectory/boutique/infrastructure/24/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdf64d79a5764e25127e1c274286d2e7204fa38d
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/24/path2.json
@@ -0,0 +1,174 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 11,
+    "total_trace_steps": 11,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetRecentLogs",
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "GetResources",
+      "GetResources",
+      "CheckServiceConnectivity",
+      "CheckServiceConnectivity",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-7sjgk               1/1     Running   0          99s   172.20.1.225   worker-01   <none>           <none>\ncartservice-79b49f5555-5bb6w             1/1     Running   0          99s   172.20.2.72    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-pt499         1/1     Running   0          99s   172.20.1.226   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-jx2l4         1/1     Running   0          98s   172.20.2.73    worker-02   <none>           <none>\nemailservice-c86b9b8f6-25s2t             1/1     Running   0          98s   172.20.2.74    worker-02   <none>           <none>\nfrontend-c884c5787-lnqxr                 0/1     Pending   0          82s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-c9tvn          1/1     Running   0          98s   172.20.1.227   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-bhrhp    1/1     Running   0          98s   172.20.2.75    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-2ghfk   1/1     Running   0          98s   172.20.1.228   worker-01   <none>           <none>\nredis-cart-589d486f78-9j4cs              1/1     Running   0          97s   172.20.2.76    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-8f7nb         1/1     Running   0          97s   172.20.1.229   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-c884c5787-lnqxr'}",
+      "output": "Name:             frontend-c884c5787-lnqxr\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=c884c5787\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-c884c5787\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                             8080\n      PRODUCT_CATALOG_SERVICE_ADDR:     productcatalogservice:3550\n      CURRENCY_SERVICE_ADDR:            currencyservice:7000\n      CART_SERVICE_ADDR:                cartservice:7070\n      RECOMMENDATION_SERVICE_ADDR:      recommendationservice:8080\n      SHIPPING_SERVICE_ADDR:            shippingservice:50051\n      CHECKOUT_SERVICE_ADDR:            checkoutservice:5050\n      AD_SERVICE_ADDR:                  adservice:9555\n      SHOPPING_ASSISTANT_SERVICE_ADDR:  shoppingassistantservice:80\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-2zzz6 (ro)\nVolumes:\n  kube-api-access-2zzz6:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetRecentLogs",
+      "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'frontend', lines: 10}",
+      "output": []
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'events', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m5s        Normal    ScalingReplicaSet   deployment/shippingservice                    Scaled up replica set shippingservice-7ff54bf6b6 to 1\n2m5s        Normal    ScalingReplicaSet   deployment/redis-cart                         Scaled up replica set redis-cart-589d486f78 to 1\n2m5s        Normal    Started             pod/paymentservice-78c5996648-c9tvn           Started container server\n2m5s        Normal    Pulled              pod/shippingservice-7ff54bf6b6-8f7nb          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m5s        Normal    Created             pod/shippingservice-7ff54bf6b6-8f7nb          Created container server\n2m5s        Normal    SuccessfulCreate    replicaset/redis-cart-589d486f78              Created pod: redis-cart-589d486f78-9j4cs\n2m5s        Normal    Started             pod/recommendationservice-7bf5b7d9b8-2ghfk    Started container server\n2m5s        Normal    Created             pod/paymentservice-78c5996648-c9tvn           Created container server\n2m5s        Normal    Pulled              pod/recommendationservice-7bf5b7d9b8-2ghfk    Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n2m5s        Normal    Pulled              pod/redis-cart-589d486f78-9j4cs               Container image \"redis:alpine\" already present on machine\n2m5s        Normal    Created             pod/productcatalogservice-ddb46fc86-bhrhp     Created container server\n2m5s        Normal    Pulled              pod/paymentservice-78c5996648-c9tvn           Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\" already present on machine\n2m5s        Normal    Started             pod/productcatalogservice-ddb46fc86-bhrhp     Started container server\n2m5s        Normal    Created             pod/redis-cart-589d486f78-9j4cs               Created container redis\n2m5s        Normal    Started             pod/redis-cart-589d486f78-9j4cs               Started container redis\n2m5s        Normal    Started             pod/emailservice-c86b9b8f6-25s2t              Started container server\n2m4s        Normal    Started             pod/shippingservice-7ff54bf6b6-8f7nb          Started container server\n110s        Normal    ScalingReplicaSet   deployment/frontend                           Scaled up replica set frontend-c884c5787 to 1\n110s        Normal    SuccessfulCreate    replicaset/frontend-c884c5787                 Created pod: frontend-c884c5787-lnqxr\n110s        Warning   FailedCreate        replicaset/frontend-c884c5787                 Error creating: pods \"frontend-c884c5787-\" is forbidden: error looking up service account boutique/frontend: serviceaccount \"frontend\" not found\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'serviceaccount', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    SECRETS   AGE\nadservice               0         113s\ncartservice             0         113s\ncheckoutservice         0         113s\ncurrencyservice         0         112s\ndefault                 0         36d\nemailservice            0         112s\nfrontend                0         96s\npaymentservice          0         112s\nproductcatalogservice   0         112s\nrecommendationservice   0         112s\nshippingservice         0         111s\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoint', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice               172.20.1.225:9555    116s\ncartservice             172.20.2.72:7070     116s\ncheckoutservice         172.20.1.226:5050    116s\ncurrencyservice         172.20.2.73:7000     115s\nemailservice            172.20.2.74:8080     115s\nfrontend                <none>               99s\nfrontend-external       <none>               99s\npaymentservice          172.20.1.227:50051   115s\nproductcatalogservice   172.20.2.75:3550     115s\nrecommendationservice   172.20.1.228:8080    115s\nredis-cart              172.20.2.76:6379     114s\nshippingservice         172.20.1.229:50051   114s\n"
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'adservice', port: 9555}",
+      "output": "adservice (172.20.1.225:9555) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'cartservice', port: 7070}",
+      "output": "cartservice (172.20.2.72:7070) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:26:03 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1325647 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1325647 (code=exited, status=0/SUCCESS)\n        CPU: 1.310s\n\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381596 1325647 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381716 1325647 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381796 1325647 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381826 1325647 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.381832 1325647 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:26:03 master kube-scheduler[1325647]: E1202 21:26:03.386983 1325647 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:26:03 master kube-scheduler[1325647]: I1202 21:26:03.387000 1325647 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:26:03 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:26:03 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:26:03 master systemd[1]: kube-scheduler.service: Consumed 1.310s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/25/path1.json b/golden-trajectory/boutique/infrastructure/25/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9df3004a26254de36d99651168f0bd32353d60d
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/25/path1.json
@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckServiceConnectivity",
+      "GetAppYAML",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-4j48k               1/1     Running   0          99s   172.20.1.230   worker-01   <none>           <none>\ncartservice-79b49f5555-ln58n             1/1     Running   0          99s   172.20.2.77    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-q8j52         1/1     Running   0          99s   172.20.1.231   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-pf7cm         1/1     Running   0          98s   172.20.2.78    worker-02   <none>           <none>\nemailservice-c86b9b8f6-x7jpk             1/1     Running   0          98s   172.20.1.232   worker-01   <none>           <none>\nfrontend-657dd795f-vhzml                 1/1     Running   0          98s   172.20.2.79    worker-02   <none>           <none>\npaymentservice-78c5996648-hn8w6          0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-sntmb    1/1     Running   0          98s   172.20.1.233   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-qtnbn   1/1     Running   0          97s   172.20.2.80    worker-02   <none>           <none>\nredis-cart-589d486f78-jsfxk              1/1     Running   0          97s   172.20.2.81    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-qhj42         1/1     Running   0          97s   172.20.1.234   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-78c5996648-hn8w6'}",
+      "output": "Name:             paymentservice-78c5996648-hn8w6\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=78c5996648\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-78c5996648\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-k2k6w (ro)\nVolumes:\n  kube-api-access-k2k6w:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}",
+      "output": "frontend (172.20.2.79:80) open\nConnection Succeeded"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:29:05 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1343749 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1343749 (code=exited, status=0/SUCCESS)\n        CPU: 803ms\n\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396094 1343749 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396092 1343749 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396223 1343749 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396262 1343749 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396314 1343749 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396322 1343749 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:29:05 master kube-scheduler[1343749]: E1202 21:29:05.399787 1343749 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.399804 1343749 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:29:05 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:29:05 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/25/path2.json b/golden-trajectory/boutique/infrastructure/25/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..06c7ed8f93783884cf05042478c13e2247208ec6
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/25/path2.json
@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-4j48k               1/1     Running   0          99s   172.20.1.230   worker-01   <none>           <none>\ncartservice-79b49f5555-ln58n             1/1     Running   0          99s   172.20.2.77    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-q8j52         1/1     Running   0          99s   172.20.1.231   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-pf7cm         1/1     Running   0          98s   172.20.2.78    worker-02   <none>           <none>\nemailservice-c86b9b8f6-x7jpk             1/1     Running   0          98s   172.20.1.232   worker-01   <none>           <none>\nfrontend-657dd795f-vhzml                 1/1     Running   0          98s   172.20.2.79    worker-02   <none>           <none>\npaymentservice-78c5996648-hn8w6          0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-sntmb    1/1     Running   0          98s   172.20.1.233   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-qtnbn   1/1     Running   0          97s   172.20.2.80    worker-02   <none>           <none>\nredis-cart-589d486f78-jsfxk              1/1     Running   0          97s   172.20.2.81    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-qhj42         1/1     Running   0          97s   172.20.1.234   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-78c5996648-hn8w6'}",
+      "output": "Name:             paymentservice-78c5996648-hn8w6\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=78c5996648\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-78c5996648\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-k2k6w (ro)\nVolumes:\n  kube-api-access-k2k6w:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:29:05 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1343749 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1343749 (code=exited, status=0/SUCCESS)\n        CPU: 803ms\n\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396094 1343749 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396092 1343749 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396223 1343749 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396262 1343749 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396314 1343749 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.396322 1343749 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:29:05 master kube-scheduler[1343749]: E1202 21:29:05.399787 1343749 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:29:05 master kube-scheduler[1343749]: I1202 21:29:05.399804 1343749 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:29:05 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:29:05 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/26/path1.json b/golden-trajectory/boutique/infrastructure/26/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c3bef4f372162edcfde4c6c964ac4c34955ea89
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/26/path1.json
@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-9p2vj               1/1     Running   0          99s   172.20.1.235   worker-01   <none>           <none>\ncartservice-79b49f5555-q2ptj             1/1     Running   0          99s   172.20.2.82    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-tj6qz         1/1     Running   0          99s   172.20.2.83    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-w9mb7         1/1     Running   0          98s   172.20.1.236   worker-01   <none>           <none>\nemailservice-c86b9b8f6-jkpn8             1/1     Running   0          98s   172.20.1.237   worker-01   <none>           <none>\nfrontend-657dd795f-t2zfz                 1/1     Running   0          98s   172.20.2.84    worker-02   <none>           <none>\npaymentservice-78c5996648-lrvm6          1/1     Running   0          98s   172.20.2.85    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-h9klx    0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nrecommendationservice-7bf5b7d9b8-469cr   1/1     Running   0          97s   172.20.1.238   worker-01   <none>           <none>\nredis-cart-589d486f78-nfvml              1/1     Running   0          97s   172.20.2.86    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-n8qlq         1/1     Running   0          97s   172.20.1.239   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-ddb46fc86-h9klx'}",
+      "output": "Name:             productcatalogservice-ddb46fc86-h9klx\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=ddb46fc86\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-ddb46fc86\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\n    Port:       3550/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:3550  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:3550  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              3550\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-njnkx (ro)\nVolumes:\n  kube-api-access-njnkx:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:32:08 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1361947 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1361947 (code=exited, status=0/SUCCESS)\n        CPU: 911ms\n\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426661 1361947 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426683 1361947 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426764 1361947 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426785 1361947 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426848 1361947 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426924 1361947 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:32:08 master kube-scheduler[1361947]: E1202 21:32:08.432114 1361947 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.432135 1361947 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:32:08 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:32:08 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/26/path2.json b/golden-trajectory/boutique/infrastructure/26/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..d66716211366822bca1ccaffe2918e6d612c5b9f
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/26/path2.json
@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "GetAppYAML",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-9p2vj               1/1     Running   0          99s   172.20.1.235   worker-01   <none>           <none>\ncartservice-79b49f5555-q2ptj             1/1     Running   0          99s   172.20.2.82    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-tj6qz         1/1     Running   0          99s   172.20.2.83    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-w9mb7         1/1     Running   0          98s   172.20.1.236   worker-01   <none>           <none>\nemailservice-c86b9b8f6-jkpn8             1/1     Running   0          98s   172.20.1.237   worker-01   <none>           <none>\nfrontend-657dd795f-t2zfz                 1/1     Running   0          98s   172.20.2.84    worker-02   <none>           <none>\npaymentservice-78c5996648-lrvm6          1/1     Running   0          98s   172.20.2.85    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-h9klx    0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nrecommendationservice-7bf5b7d9b8-469cr   1/1     Running   0          97s   172.20.1.238   worker-01   <none>           <none>\nredis-cart-589d486f78-nfvml              1/1     Running   0          97s   172.20.2.86    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-n8qlq         1/1     Running   0          97s   172.20.1.239   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-ddb46fc86-h9klx'}",
+      "output": "Name:             productcatalogservice-ddb46fc86-h9klx\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=ddb46fc86\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-ddb46fc86\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\n    Port:       3550/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:3550  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:3550  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              3550\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-njnkx (ro)\nVolumes:\n  kube-api-access-njnkx:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: productcatalogservice\n  namespace: boutique\n  labels:\n    app: productcatalogservice\nspec:\n  selector:\n    matchLabels:\n      app: productcatalogservice\n  template:\n    metadata:\n      labels:\n        app: productcatalogservice\n    spec:\n      serviceAccountName: productcatalogservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\n        ports:\n        - containerPort: 3550\n        env:\n        - name: PORT\n          value: \"3550\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 3550\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 3550\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: productcatalogservice\n  namespace: boutique\n  labels:\n    app: productcatalogservice\nspec:\n  type: ClusterIP\n  selector:\n    app: productcatalogservice\n  ports:\n  - name: grpc\n    port: 3550\n    targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: productcatalogservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:32:08 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1361947 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1361947 (code=exited, status=0/SUCCESS)\n        CPU: 911ms\n\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426661 1361947 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426683 1361947 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426764 1361947 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426785 1361947 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426848 1361947 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.426924 1361947 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:32:08 master kube-scheduler[1361947]: E1202 21:32:08.432114 1361947 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:32:08 master kube-scheduler[1361947]: I1202 21:32:08.432135 1361947 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:32:08 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:32:08 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/27/path1.json b/golden-trajectory/boutique/infrastructure/27/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7eb65017d694c88e76dc4adee32154d0941b37d9
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/27/path1.json
@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-rhr7p               1/1     Running   0          99s   172.20.2.87    worker-02   <none>           <none>\ncartservice-79b49f5555-7fnln             1/1     Running   0          99s   172.20.1.240   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-gndwd         1/1     Running   0          99s   172.20.2.88    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-kmjwr         1/1     Running   0          98s   172.20.1.241   worker-01   <none>           <none>\nemailservice-c86b9b8f6-rl8jr             1/1     Running   0          98s   172.20.2.89    worker-02   <none>           <none>\nfrontend-657dd795f-6876c                 1/1     Running   0          98s   172.20.1.242   worker-01   <none>           <none>\npaymentservice-78c5996648-pvphk          1/1     Running   0          98s   172.20.1.243   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-zv2nb    1/1     Running   0          98s   172.20.2.90    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-tk7kf   0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nredis-cart-589d486f78-h8sxf              1/1     Running   0          97s   172.20.2.91    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-dcz4d         1/1     Running   0          97s   172.20.1.244   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-7bf5b7d9b8-tk7kf'}",
+      "output": "Name:             recommendationservice-7bf5b7d9b8-tk7kf\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=7bf5b7d9b8\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-7bf5b7d9b8\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  450Mi\n    Requests:\n      cpu:      100m\n      memory:   220Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          8080\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      DISABLE_PROFILER:              1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9wwnp (ro)\nVolumes:\n  kube-api-access-9wwnp:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:35:09 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1380168 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1380168 (code=exited, status=0/SUCCESS)\n        CPU: 878ms\n\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275118 1380168 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275124 1380168 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275208 1380168 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275343 1380168 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275419 1380168 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275478 1380168 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:35:09 master kube-scheduler[1380168]: E1202 21:35:09.278760 1380168 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.278777 1380168 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:35:09 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:35:09 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/27/path2.json b/golden-trajectory/boutique/infrastructure/27/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..72d1fb5bac6156fa74052b5f5fc36e8cb24bbcd8
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/27/path2.json
@@ -0,0 +1,168 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 10,
+    "total_trace_steps": 10,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus",
+      "CheckNodeServiceStatus",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-rhr7p               1/1     Running   0          99s   172.20.2.87    worker-02   <none>           <none>\ncartservice-79b49f5555-7fnln             1/1     Running   0          99s   172.20.1.240   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-gndwd         1/1     Running   0          99s   172.20.2.88    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-kmjwr         1/1     Running   0          98s   172.20.1.241   worker-01   <none>           <none>\nemailservice-c86b9b8f6-rl8jr             1/1     Running   0          98s   172.20.2.89    worker-02   <none>           <none>\nfrontend-657dd795f-6876c                 1/1     Running   0          98s   172.20.1.242   worker-01   <none>           <none>\npaymentservice-78c5996648-pvphk          1/1     Running   0          98s   172.20.1.243   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-zv2nb    1/1     Running   0          98s   172.20.2.90    worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-tk7kf   0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nredis-cart-589d486f78-h8sxf              1/1     Running   0          97s   172.20.2.91    worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-dcz4d         1/1     Running   0          97s   172.20.1.244   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-7bf5b7d9b8-tk7kf'}",
+      "output": "Name:             recommendationservice-7bf5b7d9b8-tk7kf\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=7bf5b7d9b8\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-7bf5b7d9b8\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  450Mi\n    Requests:\n      cpu:      100m\n      memory:   220Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          8080\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      DISABLE_PROFILER:              1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9wwnp (ro)\nVolumes:\n  kube-api-access-9wwnp:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicaset', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                               DESIRED   CURRENT   READY   AGE\nadservice-64ddc5c766               1         1         1       109s\ncartservice-79b49f5555             1         1         1       109s\ncheckoutservice-8445f8b6cb         1         1         1       109s\ncurrencyservice-5c6fdf7ccb         1         1         1       109s\nemailservice-c86b9b8f6             1         1         1       108s\nfrontend-657dd795f                 1         1         1       108s\npaymentservice-78c5996648          1         1         1       108s\nproductcatalogservice-ddb46fc86    1         1         1       108s\nrecommendationservice-7bf5b7d9b8   1         1         0       92s\nredis-cart-589d486f78              1         1         1       107s\nshippingservice-7ff54bf6b6         1         1         1       107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicaset', name: 'recommendationservice-7bf5b7d9b8'}",
+      "output": "Name:           recommendationservice-7bf5b7d9b8\nNamespace:      boutique\nSelector:       app=recommendationservice,pod-template-hash=7bf5b7d9b8\nLabels:         app=recommendationservice\n                pod-template-hash=7bf5b7d9b8\nAnnotations:    deployment.kubernetes.io/desired-replicas: 1\n                deployment.kubernetes.io/max-replicas: 2\n                deployment.kubernetes.io/revision: 1\nControlled By:  Deployment/recommendationservice\nReplicas:       1 current / 1 desired\nPods Status:    0 Running / 1 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n  Labels:           app=recommendationservice\n                    pod-template-hash=7bf5b7d9b8\n  Service Account:  recommendationservice\n  Containers:\n   server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  450Mi\n    Requests:\n      cpu:      100m\n      memory:   220Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          8080\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      DISABLE_PROFILER:              1\n    Mounts:                          <none>\n  Volumes:                           <none>\n  Node-Selectors:                    <none>\n  Tolerations:                       <none>\nEvents:\n  Type     Reason            Age                From                   Message\n  ----     ------            ----               ----                   -------\n  Warning  FailedCreate      95s (x3 over 95s)  replicaset-controller  Error creating: pods \"recommendationservice-7bf5b7d9b8-\" is forbidden: error looking up service account boutique/recommendationservice: serviceaccount \"recommendationservice\" not found\n  Normal   SuccessfulCreate  95s                replicaset-controller  Created pod: recommendationservice-7bf5b7d9b8-tk7kf\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'serviceaccount', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    SECRETS   AGE\nadservice               0         113s\ncartservice             0         113s\ncheckoutservice         0         113s\ncurrencyservice         0         112s\ndefault                 0         36d\nemailservice            0         112s\nfrontend                0         112s\npaymentservice          0         112s\nproductcatalogservice   0         112s\nrecommendationservice   0         96s\nshippingservice         0         111s\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'recommendationservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: recommendationservice\n  namespace: boutique\n  labels:\n    app: recommendationservice\nspec:\n  selector:\n    matchLabels:\n      app: recommendationservice\n  template:\n    metadata:\n      labels:\n        app: recommendationservice\n    spec:\n      serviceAccountName: recommendationservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n        ports:\n        - containerPort: 8080\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 8080\n        env:\n        - name: PORT\n          value: \"8080\"\n        - name: PRODUCT_CATALOG_SERVICE_ADDR\n          value: \"productcatalogservice:3550\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        resources:\n          requests:\n            cpu: 100m\n            memory: 220Mi\n          limits:\n            cpu: 200m\n            memory: 450Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: recommendationservice\n  namespace: boutique\n  labels:\n    app: recommendationservice\nspec:\n  type: ClusterIP\n  selector:\n    app: recommendationservice\n  ports:\n  - name: grpc\n    port: 8080\n    targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: recommendationservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ● kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: active (running) since Tue 2025-12-02 15:05:36 CST; 6h ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 25448 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n   Main PID: 25449 (kubelet)\n      Tasks: 17 (limit: 18592)\n     Memory: 45.6M\n        CPU: 5min 27.083s\n     CGroup: /system.slice/kubelet.service\n             └─25449 /opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2\n\nDec 02 21:34:55 worker-01 kubelet[25449]: I1202 21:34:55.649567   25449 pod_startup_latency_tracker.go:104] \"Observed pod startup duration\" pod=\"boutique/shippingservice-7ff54bf6b6-dcz4d\" podStartSLOduration=1.6495627339999999 podStartE2EDuration=\"1.649562734s\" podCreationTimestamp=\"2025-12-02 21:34:54 +0800 CST\" firstStartedPulling=\"0001-01-01 00:00:00 +0000 UTC\" lastFinishedPulling=\"0001-01-01 00:00:00 +0000 UTC\" observedRunningTime=\"2025-12-02 21:34:55.64929905 +0800 CST m=+23359.269820899\" watchObservedRunningTime=\"2025-12-02 21:34:55.649562734 +0800 CST m=+23359.270084581\"\nDec 02 21:35:03 worker-01 kubelet[25449]: I1202 21:35:03.515894   25449 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/currencyservice-5c6fdf7ccb-kmjwr\"\nDec 02 21:35:03 worker-01 kubelet[25449]: I1202 21:35:03.895896   25449 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/frontend-657dd795f-6876c\"\nDec 02 21:35:04 worker-01 kubelet[25449]: I1202 21:35:04.060385   25449 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/paymentservice-78c5996648-pvphk\"\nDec 02 21:35:04 worker-01 kubelet[25449]: I1202 21:35:04.742492   25449 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-dcz4d\"\nDec 02 21:36:58 worker-01 kubelet[25449]: I1202 21:36:58.464910   25449 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_cartservice-79b49f5555-7fnln_41004efe-94d6-48f1-8292-bcfeddb5d9ee/server/0.log\"\nDec 02 21:36:58 worker-01 kubelet[25449]: I1202 21:36:58.708917   25449 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_currencyservice-5c6fdf7ccb-kmjwr_9643a321-469b-49e9-94ef-7951811f42e3/server/0.log\"\nDec 02 21:36:58 worker-01 kubelet[25449]: I1202 21:36:58.950469   25449 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_frontend-657dd795f-6876c_a9e0a90d-7ec3-4b54-a76b-5b1c908de52b/server/0.log\"\nDec 02 21:36:59 worker-01 kubelet[25449]: I1202 21:36:59.067418   25449 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_paymentservice-78c5996648-pvphk_867a185e-9b4d-4756-afbe-ca5b8e6f03df/server/0.log\"\nDec 02 21:36:59 worker-01 kubelet[25449]: I1202 21:36:59.529454   25449 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_shippingservice-7ff54bf6b6-dcz4d_56ee8f48-7fa8-45a7-ab96-2232f64d5602/server/0.log\""
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-02\nStatus: ● kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: active (running) since Tue 2025-12-02 15:05:14 CST; 6h ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 25152 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n   Main PID: 25153 (kubelet)\n      Tasks: 16 (limit: 18592)\n     Memory: 44.1M\n        CPU: 6min 6.338s\n     CGroup: /system.slice/kubelet.service\n             └─25153 /opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-02 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2\n\nDec 02 21:35:03 worker-02 kubelet[25153]: I1202 21:35:03.545929   25153 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/emailservice-c86b9b8f6-rl8jr\"\nDec 02 21:35:03 worker-02 kubelet[25153]: I1202 21:35:03.561461   25153 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-rhr7p\"\nDec 02 21:35:04 worker-02 kubelet[25153]: I1202 21:35:04.292037   25153 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/productcatalogservice-ddb46fc86-zv2nb\"\nDec 02 21:35:04 worker-02 kubelet[25153]: I1202 21:35:04.294611   25153 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/productcatalogservice-ddb46fc86-zv2nb\"\nDec 02 21:35:04 worker-02 kubelet[25153]: I1202 21:35:04.494168   25153 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/redis-cart-589d486f78-h8sxf\"\nDec 02 21:36:58 worker-02 kubelet[25153]: I1202 21:36:58.342616   25153 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_adservice-64ddc5c766-rhr7p_bc6fda5f-b621-4022-bb44-92968da6bf41/server/0.log\"\nDec 02 21:36:58 worker-02 kubelet[25153]: I1202 21:36:58.582268   25153 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_checkoutservice-8445f8b6cb-gndwd_61dd9071-e2d1-425f-a0ab-7cf11d629d8f/server/0.log\"\nDec 02 21:36:58 worker-02 kubelet[25153]: I1202 21:36:58.824645   25153 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_emailservice-c86b9b8f6-rl8jr_d9b369c2-18b7-4fdb-a0b6-77d2778b08dc/server/0.log\"\nDec 02 21:36:59 worker-02 kubelet[25153]: I1202 21:36:59.185742   25153 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_productcatalogservice-ddb46fc86-zv2nb_ec789821-9230-4ae6-9b6c-b4dd5e05aac2/server/0.log\"\nDec 02 21:36:59 worker-02 kubelet[25153]: I1202 21:36:59.407048   25153 log.go:25] \"Finished parsing log file\" path=\"/var/log/pods/boutique_redis-cart-589d486f78-h8sxf_9757c6b6-b6fd-4dcf-9773-6b793eeadb38/redis/0.log\""
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:35:09 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1380168 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1380168 (code=exited, status=0/SUCCESS)\n        CPU: 878ms\n\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275118 1380168 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275124 1380168 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275208 1380168 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275343 1380168 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275419 1380168 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.275478 1380168 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:35:09 master kube-scheduler[1380168]: E1202 21:35:09.278760 1380168 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:35:09 master kube-scheduler[1380168]: I1202 21:35:09.278777 1380168 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:35:09 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:35:09 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/28/path1.json b/golden-trajectory/boutique/infrastructure/28/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb5ebacc5798d84e40d0a119ef64044f853eb58f
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/28/path1.json
@@ -0,0 +1,168 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 10,
+    "total_trace_steps": 10,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "GetRecentLogs",
+      "GetResources",
+      "GetResources",
+      "GetResources",
+      "DescribeResource",
+      "CheckNodeServiceStatus",
+      "GetResources"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-md8rb               1/1     Running   0          99s   172.20.1.245   worker-01   <none>           <none>\ncartservice-79b49f5555-kt6z6             1/1     Running   0          99s   172.20.2.92    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-f4qt2         1/1     Running   0          98s   172.20.2.93    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-wnmlc         1/1     Running   0          98s   172.20.1.246   worker-01   <none>           <none>\nemailservice-c86b9b8f6-nkw6d             1/1     Running   0          98s   172.20.2.94    worker-02   <none>           <none>\nfrontend-657dd795f-2mvzn                 1/1     Running   0          98s   172.20.1.247   worker-01   <none>           <none>\npaymentservice-78c5996648-nvqt6          1/1     Running   0          97s   172.20.2.95    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-zfk4l    1/1     Running   0          97s   172.20.1.248   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-s7zxp   1/1     Running   0          97s   172.20.2.96    worker-02   <none>           <none>\nredis-cart-589d486f78-ghstg              0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nshippingservice-7ff54bf6b6-88gvw         1/1     Running   0          97s   172.20.1.249   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-589d486f78-ghstg'}",
+      "output": "Name:             redis-cart-589d486f78-ghstg\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=589d486f78\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-589d486f78\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  256Mi\n    Requests:\n      cpu:        100m\n      memory:     128Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:  <none>\n    Mounts:\n      /data from redis-data (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nlf7m (ro)\nVolumes:\n  redis-data:\n    Type:       PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n    ClaimName:  redis-cart-pvc\n    ReadOnly:   false\n  kube-api-access-nlf7m:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetRecentLogs",
+      "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'redis-cart', lines: 50}",
+      "output": []
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'events', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m6s        Normal    SuccessfulCreate    replicaset/productcatalogservice-ddb46fc86    Created pod: productcatalogservice-ddb46fc86-zfk4l\n2m6s        Normal    ScalingReplicaSet   deployment/productcatalogservice              Scaled up replica set productcatalogservice-ddb46fc86 to 1\n2m6s        Normal    Started             pod/emailservice-c86b9b8f6-nkw6d              Started container server\n2m6s        Normal    Pulled              pod/emailservice-c86b9b8f6-nkw6d              Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\" already present on machine\n2m6s        Normal    Pulled              pod/recommendationservice-7bf5b7d9b8-s7zxp    Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n2m6s        Normal    ScalingReplicaSet   deployment/shippingservice                    Scaled up replica set shippingservice-7ff54bf6b6 to 1\n2m6s        Normal    Created             pod/productcatalogservice-ddb46fc86-zfk4l     Created container server\n2m6s        Normal    Pulled              pod/paymentservice-78c5996648-nvqt6           Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\" already present on machine\n2m6s        Normal    Created             pod/paymentservice-78c5996648-nvqt6           Created container server\n2m6s        Normal    Started             pod/paymentservice-78c5996648-nvqt6           Started container server\n2m6s        Normal    ScalingReplicaSet   deployment/recommendationservice              Scaled up replica set recommendationservice-7bf5b7d9b8 to 1\n2m6s        Normal    SuccessfulCreate    replicaset/paymentservice-78c5996648          Created pod: paymentservice-78c5996648-nvqt6\n2m6s        Normal    Created             pod/recommendationservice-7bf5b7d9b8-s7zxp    Created container server\n2m6s        Normal    SuccessfulCreate    replicaset/recommendationservice-7bf5b7d9b8   Created pod: recommendationservice-7bf5b7d9b8-s7zxp\n2m5s        Normal    Started             pod/recommendationservice-7bf5b7d9b8-s7zxp    Started container server\n2m5s        Normal    Pulled              pod/shippingservice-7ff54bf6b6-88gvw          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m5s        Normal    Created             pod/shippingservice-7ff54bf6b6-88gvw          Created container server\n2m5s        Normal    Started             pod/shippingservice-7ff54bf6b6-88gvw          Started container server\n111s        Normal    ScalingReplicaSet   deployment/redis-cart                         Scaled up replica set redis-cart-589d486f78 to 1\n111s        Normal    SuccessfulCreate    replicaset/redis-cart-589d486f78              Created pod: redis-cart-589d486f78-ghstg\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'replicasets', name: 'redis-cart-589d486f78', show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    DESIRED   CURRENT   READY   AGE\nredis-cart-589d486f78   1         1         0       95s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'replicasets', name: 'redis-cart-589d486f78'}",
+      "output": "Name:           redis-cart-589d486f78\nNamespace:      boutique\nSelector:       app=redis-cart,pod-template-hash=589d486f78\nLabels:         app=redis-cart\n                pod-template-hash=589d486f78\nAnnotations:    deployment.kubernetes.io/desired-replicas: 1\n                deployment.kubernetes.io/max-replicas: 2\n                deployment.kubernetes.io/revision: 1\nControlled By:  Deployment/redis-cart\nReplicas:       1 current / 1 desired\nPods Status:    0 Running / 1 Waiting / 0 Succeeded / 0 Failed\nPod Template:\n  Labels:  app=redis-cart\n           pod-template-hash=589d486f78\n  Containers:\n   redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  256Mi\n    Requests:\n      cpu:        100m\n      memory:     128Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:  <none>\n    Mounts:\n      /data from redis-data (rw)\n  Volumes:\n   redis-data:\n    Type:          PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n    ClaimName:     redis-cart-pvc\n    ReadOnly:      false\n  Node-Selectors:  <none>\n  Tolerations:     <none>\nEvents:\n  Type    Reason            Age   From                   Message\n  ----    ------            ----  ----                   -------\n  Normal  SuccessfulCreate  95s   replicaset-controller  Created pod: redis-cart-589d486f78-ghstg\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:38:12 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1398324 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1398324 (code=exited, status=0/SUCCESS)\n        CPU: 884ms\n\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559072 1398324 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559141 1398324 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559283 1398324 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559312 1398324 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559326 1398324 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559500 1398324 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:38:12 master kube-scheduler[1398324]: E1202 21:38:12.563579 1398324 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.563613 1398324 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:38:12 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:38:12 master systemd[1]: Stopped Kubernetes Scheduler."
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-md8rb               1/1     Running   0          99s   172.20.1.245   worker-01   <none>           <none>\ncartservice-79b49f5555-kt6z6             1/1     Running   0          99s   172.20.2.92    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-f4qt2         1/1     Running   0          98s   172.20.2.93    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-wnmlc         1/1     Running   0          98s   172.20.1.246   worker-01   <none>           <none>\nemailservice-c86b9b8f6-nkw6d             1/1     Running   0          98s   172.20.2.94    worker-02   <none>           <none>\nfrontend-657dd795f-2mvzn                 1/1     Running   0          98s   172.20.1.247   worker-01   <none>           <none>\npaymentservice-78c5996648-nvqt6          1/1     Running   0          97s   172.20.2.95    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-zfk4l    1/1     Running   0          97s   172.20.1.248   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-s7zxp   1/1     Running   0          97s   172.20.2.96    worker-02   <none>           <none>\nredis-cart-589d486f78-ghstg              0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nshippingservice-7ff54bf6b6-88gvw         1/1     Running   0          97s   172.20.1.249   worker-01   <none>           <none>\n"
+    }
+  ]
+}
diff --git a/golden-trajectory/boutique/infrastructure/28/path2.json b/golden-trajectory/boutique/infrastructure/28/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..6dc06f5497c52965256a0a3bd8b9a9249b3a21d3
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/28/path2.json
@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetAppYAML",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-md8rb               1/1     Running   0          99s   172.20.1.245   worker-01   <none>           <none>\ncartservice-79b49f5555-kt6z6             1/1     Running   0          99s   172.20.2.92    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-f4qt2         1/1     Running   0          98s   172.20.2.93    worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-wnmlc         1/1     Running   0          98s   172.20.1.246   worker-01   <none>           <none>\nemailservice-c86b9b8f6-nkw6d             1/1     Running   0          98s   172.20.2.94    worker-02   <none>           <none>\nfrontend-657dd795f-2mvzn                 1/1     Running   0          98s   172.20.1.247   worker-01   <none>           <none>\npaymentservice-78c5996648-nvqt6          1/1     Running   0          97s   172.20.2.95    worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-zfk4l    1/1     Running   0          97s   172.20.1.248   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-s7zxp   1/1     Running   0          97s   172.20.2.96    worker-02   <none>           <none>\nredis-cart-589d486f78-ghstg              0/1     Pending   0          82s   <none>         <none>      <none>           <none>\nshippingservice-7ff54bf6b6-88gvw         1/1     Running   0          97s   172.20.1.249   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-589d486f78-ghstg'}",
+      "output": "Name:             redis-cart-589d486f78-ghstg\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=589d486f78\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-589d486f78\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  256Mi\n    Requests:\n      cpu:        100m\n      memory:     128Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:  <none>\n    Mounts:\n      /data from redis-data (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nlf7m (ro)\nVolumes:\n  redis-data:\n    Type:       PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n    ClaimName:  redis-cart-pvc\n    ReadOnly:   false\n  kube-api-access-nlf7m:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pvc', name: 'redis-cart-pvc'}",
+      "output": "Name:          redis-cart-pvc\nNamespace:     boutique\nStorageClass:  \nStatus:        Bound\nVolume:        redis-cart-pv\nLabels:        <none>\nAnnotations:   pv.kubernetes.io/bind-completed: yes\n               pv.kubernetes.io/bound-by-controller: yes\nFinalizers:    [kubernetes.io/pvc-protection]\nCapacity:      2Gi\nAccess Modes:  RWO\nVolumeMode:    Filesystem\nUsed By:       redis-cart-589d486f78-ghstg\nEvents:        <none>\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
+      "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n  name: redis-cart-pv\nspec:\n  capacity:\n    storage: 2Gi\n  accessModes:\n    - ReadWriteOnce\n  persistentVolumeReclaimPolicy: Retain\n  storageClassName: \"\"\n  hostPath:\n    path: \"/mnt/data\"\n    type: DirectoryOrCreate\n---\napiVersion: v1\nkind: PersistentVolumeClaim\nmetadata:\n  name: redis-cart-pvc\n  namespace: boutique\nspec:\n  accessModes:\n    - ReadWriteOnce\n  resources:\n    requests:\n      storage: 2Gi\n  storageClassName: \"\"\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: redis-cart\n  namespace: boutique\n  labels:\n    app: redis-cart\nspec:\n  selector:\n    matchLabels:\n      app: redis-cart\n  template:\n    metadata:\n      labels:\n        app: redis-cart\n    spec:\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: redis\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: redis:alpine\n        ports:\n        - containerPort: 6379\n        readinessProbe:\n          initialDelaySeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 200m\n          requests:\n            cpu: 100m\n            memory: 128Mi\n      volumes:\n      - name: redis-data\n        persistentVolumeClaim:\n          claimName: redis-cart-pvc\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: redis-cart\n  namespace: boutique\n  labels:\n    app: redis-cart\nspec:\n  type: ClusterIP\n  selector:\n    app: redis-cart\n  ports:\n  - name: tcp-redis\n    port: 6379\n    targetPort: 6379"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:38:12 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1398324 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1398324 (code=exited, status=0/SUCCESS)\n        CPU: 884ms\n\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559072 1398324 secure_serving.go:258] Stopped listening on [::]:10259\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559141 1398324 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559283 1398324 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559312 1398324 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559326 1398324 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.559500 1398324 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:38:12 master kube-scheduler[1398324]: E1202 21:38:12.563579 1398324 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:38:12 master kube-scheduler[1398324]: I1202 21:38:12.563613 1398324 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:38:12 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:38:12 master systemd[1]: Stopped Kubernetes Scheduler."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/29/path1.json b/golden-trajectory/boutique/infrastructure/29/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..893f3487b94af6e4dd42501bfb210597564ac11b
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/29/path1.json
@@ -0,0 +1,266 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 10,
+    "total_trace_steps": 10,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "GetResources",
+      "CheckNodeServiceStatus",
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-5886r               1/1     Running   0          98s   172.20.1.250   worker-01   <none>           <none>\ncartservice-79b49f5555-mpk4w             1/1     Running   0          98s   172.20.2.97    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-fthrt         1/1     Running   0          98s   172.20.1.251   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-wtrfj         1/1     Running   0          98s   172.20.2.98    worker-02   <none>           <none>\nemailservice-c86b9b8f6-w68jl             1/1     Running   0          98s   172.20.2.99    worker-02   <none>           <none>\nfrontend-657dd795f-nd2cv                 1/1     Running   0          97s   172.20.1.252   worker-01   <none>           <none>\npaymentservice-78c5996648-sdd26          1/1     Running   0          97s   172.20.2.100   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-b98hx    1/1     Running   0          97s   172.20.1.253   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-blgj6   1/1     Running   0          97s   172.20.2.101   worker-02   <none>           <none>\nredis-cart-589d486f78-gb9xd              1/1     Running   0          97s   172.20.1.254   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-5b4tc         0/1     Pending   0          81s   <none>         <none>      <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-7ff54bf6b6-5b4tc'}",
+      "output": "Name:             shippingservice-7ff54bf6b6-5b4tc\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=7ff54bf6b6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-7ff54bf6b6\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-dcv96 (ro)\nVolumes:\n  kube-api-access-dcv96:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'events', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m6s        Normal    SuccessfulCreate    replicaset/redis-cart-589d486f78              Created pod: redis-cart-589d486f78-gb9xd\n2m6s        Normal    Started             pod/paymentservice-78c5996648-sdd26           Started container server\n2m6s        Normal    Started             pod/checkoutservice-8445f8b6cb-fthrt          Started container server\n2m6s        Normal    SuccessfulCreate    replicaset/productcatalogservice-ddb46fc86    Created pod: productcatalogservice-ddb46fc86-b98hx\n2m6s        Normal    SuccessfulCreate    replicaset/frontend-657dd795f                 Created pod: frontend-657dd795f-nd2cv\n2m6s        Normal    Created             pod/emailservice-c86b9b8f6-w68jl              Created container server\n2m6s        Normal    Pulled              pod/emailservice-c86b9b8f6-w68jl              Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\" already present on machine\n2m6s        Normal    Started             pod/emailservice-c86b9b8f6-w68jl              Started container server\n2m5s        Normal    Pulled              pod/recommendationservice-7bf5b7d9b8-blgj6    Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n2m5s        Normal    Started             pod/productcatalogservice-ddb46fc86-b98hx     Started container server\n2m5s        Normal    Started             pod/recommendationservice-7bf5b7d9b8-blgj6    Started container server\n2m5s        Normal    Created             pod/recommendationservice-7bf5b7d9b8-blgj6    Created container server\n2m5s        Normal    Pulled              pod/productcatalogservice-ddb46fc86-b98hx     Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n2m5s        Normal    Created             pod/productcatalogservice-ddb46fc86-b98hx     Created container server\n2m5s        Normal    Started             pod/redis-cart-589d486f78-gb9xd               Started container redis\n2m5s        Normal    Created             pod/redis-cart-589d486f78-gb9xd               Created container redis\n2m5s        Normal    Pulled              pod/redis-cart-589d486f78-gb9xd               Container image \"redis:alpine\" already present on machine\n110s        Normal    SuccessfulCreate    replicaset/shippingservice-7ff54bf6b6         Created pod: shippingservice-7ff54bf6b6-5b4tc\n110s        Warning   FailedCreate        replicaset/shippingservice-7ff54bf6b6         Error creating: pods \"shippingservice-7ff54bf6b6-\" is forbidden: error looking up service account boutique/shippingservice: serviceaccount \"shippingservice\" not found\n110s        Normal    ScalingReplicaSet   deployment/shippingservice                    Scaled up replica set shippingservice-7ff54bf6b6 to 1\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:41:15 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1416372 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1416372 (code=exited, status=0/SUCCESS)\n        CPU: 1.433s\n\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826679 1416372 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826709 1416372 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826823 1416372 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826866 1416372 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826893 1416372 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:41:15 master kube-scheduler[1416372]: E1202 21:41:15.830603 1416372 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.830618 1416372 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:41:15 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:41:15 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:41:15 master systemd[1]: kube-scheduler.service: Consumed 1.433s CPU time."
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-5886r               1/1     Running   0          98s   172.20.1.250   worker-01   <none>           <none>\ncartservice-79b49f5555-mpk4w             1/1     Running   0          98s   172.20.2.97    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-fthrt         1/1     Running   0          98s   172.20.1.251   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-wtrfj         1/1     Running   0          98s   172.20.2.98    worker-02   <none>           <none>\nemailservice-c86b9b8f6-w68jl             1/1     Running   0          98s   172.20.2.99    worker-02   <none>           <none>\nfrontend-657dd795f-nd2cv                 1/1     Running   0          97s   172.20.1.252   worker-01   <none>           <none>\npaymentservice-78c5996648-sdd26          1/1     Running   0          97s   172.20.2.100   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-b98hx    1/1     Running   0          97s   172.20.1.253   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-blgj6   1/1     Running   0          97s   172.20.2.101   worker-02   <none>           <none>\nredis-cart-589d486f78-gb9xd              1/1     Running   0          97s   172.20.1.254   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-5b4tc         0/1     Pending   0          81s   <none>         <none>      <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-7ff54bf6b6-5b4tc'}",
+      "output": "Name:             shippingservice-7ff54bf6b6-5b4tc\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=7ff54bf6b6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-7ff54bf6b6\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-dcv96 (ro)\nVolumes:\n  kube-api-access-dcv96:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:41:15 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1416372 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1416372 (code=exited, status=0/SUCCESS)\n        CPU: 1.433s\n\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826679 1416372 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826709 1416372 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826823 1416372 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826866 1416372 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826893 1416372 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:41:15 master kube-scheduler[1416372]: E1202 21:41:15.830603 1416372 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.830618 1416372 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:41:15 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:41:15 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:41:15 master systemd[1]: kube-scheduler.service: Consumed 1.433s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/29/path2.json b/golden-trajectory/boutique/infrastructure/29/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec3a2a6c8e3e4914e703cda224324085f58e62c1
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/29/path2.json
@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-5886r               1/1     Running   0          98s   172.20.1.250   worker-01   <none>           <none>\ncartservice-79b49f5555-mpk4w             1/1     Running   0          98s   172.20.2.97    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-fthrt         1/1     Running   0          98s   172.20.1.251   worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-wtrfj         1/1     Running   0          98s   172.20.2.98    worker-02   <none>           <none>\nemailservice-c86b9b8f6-w68jl             1/1     Running   0          98s   172.20.2.99    worker-02   <none>           <none>\nfrontend-657dd795f-nd2cv                 1/1     Running   0          97s   172.20.1.252   worker-01   <none>           <none>\npaymentservice-78c5996648-sdd26          1/1     Running   0          97s   172.20.2.100   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-b98hx    1/1     Running   0          97s   172.20.1.253   worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-blgj6   1/1     Running   0          97s   172.20.2.101   worker-02   <none>           <none>\nredis-cart-589d486f78-gb9xd              1/1     Running   0          97s   172.20.1.254   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-5b4tc         0/1     Pending   0          81s   <none>         <none>      <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-7ff54bf6b6-5b4tc'}",
+      "output": "Name:             shippingservice-7ff54bf6b6-5b4tc\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=7ff54bf6b6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-7ff54bf6b6\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-dcv96 (ro)\nVolumes:\n  kube-api-access-dcv96:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:                      <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   113d   v1.31.2\nworker-01   Ready                      node     113d   v1.31.2\nworker-02   Ready                      node     113d   v1.31.2\nworker-03   Ready                      node     113d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ○ kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Tue 2025-12-02 21:41:15 CST; 1min 51s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1416372 ExecStart=/opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1416372 (code=exited, status=0/SUCCESS)\n        CPU: 1.433s\n\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826679 1416372 scheduling_queue.go:952] \"Scheduling queue is closed\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826709 1416372 tlsconfig.go:258] \"Shutting down DynamicServingCertificateController\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826823 1416372 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::requestheader-client-ca-file\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826866 1416372 requestheader_controller.go:186] Shutting down RequestHeaderAuthRequestController\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.826893 1416372 configmap_cafile_content.go:226] \"Shutting down controller\" name=\"client-ca::kube-system::extension-apiserver-authentication::client-ca-file\"\nDec 02 21:41:15 master kube-scheduler[1416372]: E1202 21:41:15.830603 1416372 event.go:464] \"Unable to record event (will not retry!)\" err=\"broadcaster already stopped\"\nDec 02 21:41:15 master kube-scheduler[1416372]: I1202 21:41:15.830618 1416372 server.go:295] \"Requested to terminate, exiting\"\nDec 02 21:41:15 master systemd[1]: kube-scheduler.service: Deactivated successfully.\nDec 02 21:41:15 master systemd[1]: Stopped Kubernetes Scheduler.\nDec 02 21:41:15 master systemd[1]: kube-scheduler.service: Consumed 1.433s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/3/path1.json b/golden-trajectory/boutique/infrastructure/3/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba5de5b0450c75366493390c7937a05166138b10
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/3/path1.json
@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-zkzps                 2/2     Running    0          73s   172.20.2.99    worker-02   <none>           <none>\ncartservice-7c5f46fc47-fjhm7             2/2     Running    0          72s   172.20.2.101   worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-jp79m          2/2     Running    0          72s   172.20.2.102   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-x7n8s         2/2     Running    0          72s   172.20.2.100   worker-02   <none>           <none>\nemailservice-7dc7d85bcb-n2gnr            2/2     Running    0          73s   172.20.2.98    worker-02   <none>           <none>\nfrontend-6778bd7b8b-gxx44                0/2     Init:0/1   0          74s   <none>         worker-01   <none>           <none>\npaymentservice-869f9f96cd-t8fj6          0/2     Init:0/1   0          73s   <none>         worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-4vpbv   0/2     Init:0/1   0          72s   <none>         worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-r5zxr   2/2     Running    0          74s   172.20.2.97    worker-02   <none>           <none>\nredis-cart-58649b5469-lb9rz              0/2     Init:0/1   0          72s   <none>         worker-01   <none>           <none>\nshippingservice-674c8c548d-k2w8v         0/2     Init:0/1   0          73s   <none>         worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-674c8c548d-k2w8v'}",
+      "output": "Name:             shippingservice-674c8c548d-k2w8v\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 02 Jan 2026 13:07:07 +0800\nLabels:           app=shippingservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=674c8c548d\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=shippingservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-674c8c548d\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-89nw8 (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Image ID:       \n    Port:           50051/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-89nw8 (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      shippingservice-674c8c548d-k2w8v (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":50051,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      shippingservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-89nw8 (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-89nw8:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               75s   default-scheduler  Successfully assigned boutique/shippingservice-674c8c548d-k2w8v to worker-01\n  Warning  FailedCreatePodSandBox  75s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-6778bd7b8b-gxx44'}",
+      "output": "Name:             frontend-6778bd7b8b-gxx44\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 02 Jan 2026 13:07:06 +0800\nLabels:           app=frontend\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=6778bd7b8b\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=frontend\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/rewriteAppHTTPProbers: true\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-6778bd7b8b\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-ss4zk (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n    Image ID:       \n    Port:           8080/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:                             8080\n      PRODUCT_CATALOG_SERVICE_ADDR:     productcatalogservice:3550\n      CURRENCY_SERVICE_ADDR:            currencyservice:7000\n      CART_SERVICE_ADDR:                cartservice:7070\n      RECOMMENDATION_SERVICE_ADDR:      recommendationservice:8080\n      SHIPPING_SERVICE_ADDR:            shippingservice:50051\n      CHECKOUT_SERVICE_ADDR:            checkoutservice:5050\n      AD_SERVICE_ADDR:                  adservice:9555\n      SHOPPING_ASSISTANT_SERVICE_ADDR:  shoppingassistantservice:80\n      ENABLE_PROFILER:                  0\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-ss4zk (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      frontend-6778bd7b8b-gxx44 (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":8080,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      frontend\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/frontend\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-ss4zk (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-ss4zk:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               75s   default-scheduler  Successfully assigned boutique/frontend-6778bd7b8b-gxx44 to worker-01\n  Warning  FailedCreatePodSandBox  74s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/not-ready:NoExecute\n                    node.kubernetes.io/not-ready:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 02 Jan 2026 13:08:39 +0800\nConditions:\n  Type                 Status  LastHeartbeatTime                 LastTransitionTime                Reason                       Message\n  ----                 ------  -----------------                 ------------------                ------                       -------\n  NetworkUnavailable   False   Fri, 02 Jan 2026 11:52:43 +0800   Fri, 02 Jan 2026 11:52:43 +0800   FlannelIsUp                  Flannel is running on this node\n  MemoryPressure       False   Fri, 02 Jan 2026 13:08:20 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasSufficientMemory   kubelet has sufficient memory available\n  DiskPressure         False   Fri, 02 Jan 2026 13:08:20 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasNoDiskPressure     kubelet has no disk pressure\n  PIDPressure          False   Fri, 02 Jan 2026 13:08:20 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasSufficientPID      kubelet has sufficient PID available\n  Ready                False   Fri, 02 Jan 2026 13:08:20 +0800   Fri, 02 Jan 2026 13:07:18 +0800   KubeletNotReady              container runtime is down\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    a8017f69-854d-4ac1-aa3d-9b13819c79d0\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://Unknown\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits   Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------   ---------------  -------------  ---\n  boutique                    frontend-6778bd7b8b-gxx44                 200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    97s\n  boutique                    paymentservice-869f9f96cd-t8fj6           200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    96s\n  boutique                    productcatalogservice-6fb89f98f8-4vpbv    200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    95s\n  boutique                    redis-cart-58649b5469-lb9rz               200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    95s\n  boutique                    shippingservice-674c8c548d-k2w8v          200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    96s\n  chaosblade                  chaosblade-tool-s8w48                     0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\n  istio-system                grafana-58df5dd565-gv95b                  0 (0%)        0 (0%)       0 (0%)           0 (0%)         11d\n  istio-system                istio-cni-node-bjkpf                      100m (1%)     0 (0%)       100Mi (0%)       0 (0%)         66d\n  istio-system                ztunnel-9jv5r                             200m (2%)     0 (0%)       512Mi (3%)       0 (0%)         66d\n  kube-system                 kube-flannel-ds-v9qhx                     100m (1%)     0 (0%)       50Mi (0%)        0 (0%)         48d\n  kube-system                 node-local-dns-2ljtx                      25m (0%)      0 (0%)       5Mi (0%)         0 (0%)         143d\n  monitor                     cadvisor-pscz2                            0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\n  monitor                     node-exporter-psg6r                       0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests      Limits\n  --------           --------      ------\n  cpu                1425m (17%)   11 (137%)\n  memory             1627Mi (10%)  5760Mi (37%)\n  ephemeral-storage  0 (0%)        0 (0%)\n  hugepages-1Gi      0 (0%)        0 (0%)\n  hugepages-2Mi      0 (0%)        0 (0%)\nEvents:\n  Type     Reason             Age                  From     Message\n  ----     ------             ----                 ----     -------\n  Normal   NodeReady          8m22s (x3 over 34m)  kubelet  Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady       85s (x4 over 35m)    kubelet  Node worker-01 status is now: NodeNotReady\n  Warning  ContainerGCFailed  2s (x8 over 36m)     kubelet  rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 13:06:46 CST; 2min 4s ago\n       Docs: https://containerd.io\n    Process: 52496 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 52497 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 52497 (code=exited, status=0/SUCCESS)\n      Tasks: 102 (limit: 18592)\n     Memory: 184.5M\n        CPU: 12.547s\n     CGroup: /system.slice/containerd.service\n             ├─2235 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 81e0cb8e9badcb701c7cfeabca55d5182c21e8d1ed1a8e2e9e69f114eda949be -address /run/containerd/containerd.sock\n             ├─2246 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id c33978feab881994c43e951ce3ad1e83df0a3912d159516e37b3e17538be4290 -address /run/containerd/containerd.sock\n             ├─2264 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 2cbbddf35c2b6d0084ce2d53500b8b8e4b15cab0a02425aa231d8f1590467cae -address /run/containerd/containerd.sock\n             ├─2320 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 1e20770bc8c889218c14c6c4060b610477cd6ec2b4e30ce52916c01d06079549 -address /run/containerd/containerd.sock\n             ├─3248 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a22235865bf82d9ddbce726f549f85ca5361f88ff6b52d6d3639a2878e85e038 -address /run/containerd/containerd.sock\n             ├─3440 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7325e49ae6334ab9c618bbed885b984bcd9364e12251ac5f0192e91b2e768d3a -address /run/containerd/containerd.sock\n             ├─3672 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d93825e14799d097b78279abfd50b700566e0c6939b0ce52dd3b2648bb6ef9ea -address /run/containerd/containerd.sock\n             └─3825 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 4344caaf76c82f3c724d4d1078f48cab47a00a22d3ce74729a3e1a01248a5496 -address /run/containerd/containerd.sock\n\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Unit process 2235 (containerd-shim) remains running after unit stopped.\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Unit process 2246 (containerd-shim) remains running after unit stopped.\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Unit process 2264 (containerd-shim) remains running after unit stopped.\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Unit process 2320 (containerd-shim) remains running after unit stopped.\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Unit process 3248 (containerd-shim) remains running after unit stopped.\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Unit process 3440 (containerd-shim) remains running after unit stopped.\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Unit process 3672 (containerd-shim) remains running after unit stopped.\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Unit process 3825 (containerd-shim) remains running after unit stopped.\nJan 02 13:06:46 worker-01 systemd[1]: Stopped containerd container runtime.\nJan 02 13:06:46 worker-01 systemd[1]: containerd.service: Consumed 12.473s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/3/path2.json b/golden-trajectory/boutique/infrastructure/3/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa940e6b831598dda3d5a3dc55d7d1dcf7e53856
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/3/path2.json
@@ -0,0 +1,28 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-zkzps                 2/2     Running    0          73s   172.20.2.99    worker-02   <none>           <none>\ncartservice-7c5f46fc47-fjhm7             2/2     Running    0          72s   172.20.2.101   worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-jp79m          2/2     Running    0          72s   172.20.2.102   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-x7n8s         2/2     Running    0          72s   172.20.2.100   worker-02   <none>           <none>\nemailservice-7dc7d85bcb-n2gnr            2/2     Running    0          73s   172.20.2.98    worker-02   <none>           <none>\nfrontend-6778bd7b8b-gxx44                0/2     Init:0/1   0          74s   <none>         worker-01   <none>           <none>\npaymentservice-869f9f96cd-t8fj6          0/2     Init:0/1   0          73s   <none>         worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-4vpbv   0/2     Init:0/1   0          72s   <none>         worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-r5zxr   2/2     Running    0          74s   172.20.2.97    worker-02   <none>           <none>\nredis-cart-58649b5469-lb9rz              0/2     Init:0/1   0          72s   <none>         worker-01   <none>           <none>\nshippingservice-674c8c548d-k2w8v         0/2     Init:0/1   0          73s   <none>         worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-674c8c548d-k2w8v'}",
+      "output": "Name:             shippingservice-674c8c548d-k2w8v\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 02 Jan 2026 13:07:07 +0800\nLabels:           app=shippingservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=674c8c548d\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=shippingservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-674c8c548d\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-89nw8 (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Image ID:       \n    Port:           50051/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-89nw8 (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      shippingservice-674c8c548d-k2w8v (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":50051,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      shippingservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-89nw8 (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-89nw8:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               75s   default-scheduler  Successfully assigned boutique/shippingservice-674c8c548d-k2w8v to worker-01\n  Warning  FailedCreatePodSandBox  75s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/not-ready:NoExecute\n                    node.kubernetes.io/not-ready:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 02 Jan 2026 13:08:39 +0800\nConditions:\n  Type                 Status  LastHeartbeatTime                 LastTransitionTime                Reason                       Message\n  ----                 ------  -----------------                 ------------------                ------                       -------\n  NetworkUnavailable   False   Fri, 02 Jan 2026 11:52:43 +0800   Fri, 02 Jan 2026 11:52:43 +0800   FlannelIsUp                  Flannel is running on this node\n  MemoryPressure       False   Fri, 02 Jan 2026 13:08:20 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasSufficientMemory   kubelet has sufficient memory available\n  DiskPressure         False   Fri, 02 Jan 2026 13:08:20 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasNoDiskPressure     kubelet has no disk pressure\n  PIDPressure          False   Fri, 02 Jan 2026 13:08:20 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasSufficientPID      kubelet has sufficient PID available\n  Ready                False   Fri, 02 Jan 2026 13:08:20 +0800   Fri, 02 Jan 2026 13:07:18 +0800   KubeletNotReady              container runtime is down\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    a8017f69-854d-4ac1-aa3d-9b13819c79d0\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://Unknown\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits   Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------   ---------------  -------------  ---\n  boutique                    frontend-6778bd7b8b-gxx44                 200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    97s\n  boutique                    paymentservice-869f9f96cd-t8fj6           200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    96s\n  boutique                    productcatalogservice-6fb89f98f8-4vpbv    200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    95s\n  boutique                    redis-cart-58649b5469-lb9rz               200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    95s\n  boutique                    shippingservice-674c8c548d-k2w8v          200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    96s\n  chaosblade                  chaosblade-tool-s8w48                     0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\n  istio-system                grafana-58df5dd565-gv95b                  0 (0%)        0 (0%)       0 (0%)           0 (0%)         11d\n  istio-system                istio-cni-node-bjkpf                      100m (1%)     0 (0%)       100Mi (0%)       0 (0%)         66d\n  istio-system                ztunnel-9jv5r                             200m (2%)     0 (0%)       512Mi (3%)       0 (0%)         66d\n  kube-system                 kube-flannel-ds-v9qhx                     100m (1%)     0 (0%)       50Mi (0%)        0 (0%)         48d\n  kube-system                 node-local-dns-2ljtx                      25m (0%)      0 (0%)       5Mi (0%)         0 (0%)         143d\n  monitor                     cadvisor-pscz2                            0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\n  monitor                     node-exporter-psg6r                       0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests      Limits\n  --------           --------      ------\n  cpu                1425m (17%)   11 (137%)\n  memory             1627Mi (10%)  5760Mi (37%)\n  ephemeral-storage  0 (0%)        0 (0%)\n  hugepages-1Gi      0 (0%)        0 (0%)\n  hugepages-2Mi      0 (0%)        0 (0%)\nEvents:\n  Type     Reason             Age                  From     Message\n  ----     ------             ----                 ----     -------\n  Normal   NodeReady          8m22s (x3 over 34m)  kubelet  Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady       85s (x4 over 35m)    kubelet  Node worker-01 status is now: NodeNotReady\n  Warning  ContainerGCFailed  2s (x8 over 36m)     kubelet  rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/30/path1.json b/golden-trajectory/boutique/infrastructure/30/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..53225a1dbf60e79634add8a14fe673066d2fea27
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/30/path1.json
@@ -0,0 +1,147 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-69ccdc578f-7qkqh               0/1     ContainerCreating   0          2m12s   <none>         worker-01   <none>           <none>\ncartservice-79b49f5555-h4sh4             1/1     Running             0          2m29s   172.20.1.21    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-mqg7f         1/1     Running             0          2m29s   172.20.2.121   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-dpbv7         1/1     Running             0          2m29s   172.20.2.122   worker-02   <none>           <none>\nemailservice-c86b9b8f6-26hnd             1/1     Running             0          2m29s   172.20.1.22    worker-01   <none>           <none>\nfrontend-657dd795f-czr6j                 1/1     Running             0          2m29s   172.20.2.123   worker-02   <none>           <none>\npaymentservice-78c5996648-wkr6g          1/1     Running             0          2m28s   172.20.1.23    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-nvbzn    1/1     Running             0          2m28s   172.20.2.124   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-6nx9x   1/1     Running             0          2m28s   172.20.1.24    worker-01   <none>           <none>\nredis-cart-589d486f78-6wl25              1/1     Running             0          2m28s   172.20.2.125   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-z5qf7         1/1     Running             0          2m27s   172.20.1.25    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-69ccdc578f-7qkqh'}",
+      "output": "Name:             adservice-69ccdc578f-7qkqh\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 15:03:23 +0800\nLabels:           app=adservice\n                  pod-template-hash=69ccdc578f\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-69ccdc578f\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     300m\n      memory:  300Mi\n    Requests:\n      cpu:      200m\n      memory:   180Mi\n    Liveness:   grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-vbxml (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-vbxml:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age    From               Message\n  ----    ------     ----   ----               -------\n  Normal  Scheduled  2m12s  default-scheduler  Successfully assigned boutique/adservice-69ccdc578f-7qkqh to worker-01\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m57s       Normal    ScalingReplicaSet      deployment/shippingservice                    Scaled up replica set shippingservice-7ff54bf6b6 to 1\n2m57s       Normal    Started                pod/shippingservice-7ff54bf6b6-z5qf7          Started container server\n2m57s       Normal    SuccessfulCreate       replicaset/shippingservice-7ff54bf6b6         Created pod: shippingservice-7ff54bf6b6-z5qf7\n2m57s       Normal    Created                pod/shippingservice-7ff54bf6b6-z5qf7          Created container server\n2m57s       Normal    Started                pod/redis-cart-589d486f78-6wl25               Started container redis\n2m57s       Normal    Pulled                 pod/productcatalogservice-ddb46fc86-nvbzn     Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n2m57s       Normal    Created                pod/productcatalogservice-ddb46fc86-nvbzn     Created container server\n2m57s       Normal    Created                pod/redis-cart-589d486f78-6wl25               Created container redis\n2m57s       Normal    Pulled                 pod/redis-cart-589d486f78-6wl25               Container image \"redis:alpine\" already present on machine\n2m57s       Normal    Pulled                 pod/recommendationservice-7bf5b7d9b8-6nx9x    Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n2m57s       Normal    Created                pod/recommendationservice-7bf5b7d9b8-6nx9x    Created container server\n2m57s       Normal    Started                pod/recommendationservice-7bf5b7d9b8-6nx9x    Started container server\n2m42s       Warning   FailedCreate           replicaset/adservice-69ccdc578f               Error creating: pods \"adservice-69ccdc578f-\" is forbidden: error looking up service account boutique/adservice: serviceaccount \"adservice\" not found\n2m42s       Normal    ScalingReplicaSet      deployment/adservice                          Scaled up replica set adservice-69ccdc578f to 1\n2m42s       Normal    SuccessfulCreate       replicaset/adservice-69ccdc578f               Created pod: adservice-69ccdc578f-7qkqh\n2m          Warning   NodeNotReady           pod/recommendationservice-7bf5b7d9b8-6nx9x    Node is not ready\n2m          Warning   NodeNotReady           pod/emailservice-c86b9b8f6-26hnd              Node is not ready\n2m          Warning   NodeNotReady           pod/paymentservice-78c5996648-wkr6g           Node is not ready\n2m          Warning   NodeNotReady           pod/cartservice-79b49f5555-h4sh4              Node is not ready\n2m          Warning   NodeNotReady           pod/shippingservice-7ff54bf6b6-z5qf7          Node is not ready\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   115d   v1.31.2\nworker-01   NotReady                   node     115d   v1.31.2\nworker-02   Ready                      node     115d   v1.31.2\nworker-03   Ready                      node     115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:03:23 CST; 2min 43s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 45773 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 45774 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 45774 (code=exited, status=0/SUCCESS)\n        CPU: 1.798s\n\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.240074   45774 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/adservice-69ccdc578f-7qkqh\"]\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.240296   45774 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.348498   45774 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-vbxml\\\" (UniqueName: \\\"kubernetes.io/projected/c6b2a442-45cd-4e7d-a6dc-43e585851382-kube-api-access-vbxml\\\") pod \\\"adservice-69ccdc578f-7qkqh\\\" (UID: \\\"c6b2a442-45cd-4e7d-a6dc-43e585851382\\\") \" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.449677   45774 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-vbxml\\\" (UniqueName: \\\"kubernetes.io/projected/c6b2a442-45cd-4e7d-a6dc-43e585851382-kube-api-access-vbxml\\\") pod \\\"adservice-69ccdc578f-7qkqh\\\" (UID: \\\"c6b2a442-45cd-4e7d-a6dc-43e585851382\\\") \" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.457615   45774 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-vbxml\\\" (UniqueName: \\\"kubernetes.io/projected/c6b2a442-45cd-4e7d-a6dc-43e585851382-kube-api-access-vbxml\\\") pod \\\"adservice-69ccdc578f-7qkqh\\\" (UID: \\\"c6b2a442-45cd-4e7d-a6dc-43e585851382\\\") \" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.545837   45774 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:03:23 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:03:23 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:03:23 worker-01 systemd[1]: kubelet.service: Consumed 1.798s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/30/path2.json b/golden-trajectory/boutique/infrastructure/30/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1cd82e833c99f440abbd109ac05012575e89e8c
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/30/path2.json
@@ -0,0 +1,155 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 7,
+    "total_trace_steps": 7,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetRecentLogs",
+      "GetClusterConfiguration",
+      "GetResources",
+      "CheckNodeServiceStatus",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-69ccdc578f-7qkqh               0/1     ContainerCreating   0          2m12s   <none>         worker-01   <none>           <none>\ncartservice-79b49f5555-h4sh4             1/1     Running             0          2m29s   172.20.1.21    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-mqg7f         1/1     Running             0          2m29s   172.20.2.121   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-dpbv7         1/1     Running             0          2m29s   172.20.2.122   worker-02   <none>           <none>\nemailservice-c86b9b8f6-26hnd             1/1     Running             0          2m29s   172.20.1.22    worker-01   <none>           <none>\nfrontend-657dd795f-czr6j                 1/1     Running             0          2m29s   172.20.2.123   worker-02   <none>           <none>\npaymentservice-78c5996648-wkr6g          1/1     Running             0          2m28s   172.20.1.23    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-nvbzn    1/1     Running             0          2m28s   172.20.2.124   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-6nx9x   1/1     Running             0          2m28s   172.20.1.24    worker-01   <none>           <none>\nredis-cart-589d486f78-6wl25              1/1     Running             0          2m28s   172.20.2.125   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-z5qf7         1/1     Running             0          2m27s   172.20.1.25    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-69ccdc578f-7qkqh'}",
+      "output": "Name:             adservice-69ccdc578f-7qkqh\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 15:03:23 +0800\nLabels:           app=adservice\n                  pod-template-hash=69ccdc578f\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-69ccdc578f\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     300m\n      memory:  300Mi\n    Requests:\n      cpu:      200m\n      memory:   180Mi\n    Liveness:   grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-vbxml (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-vbxml:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age    From               Message\n  ----    ------     ----   ----               -------\n  Normal  Scheduled  2m12s  default-scheduler  Successfully assigned boutique/adservice-69ccdc578f-7qkqh to worker-01\n"
+    },
+    {
+      "tool_name": "GetRecentLogs",
+      "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'adservice', lines: 10}",
+      "output": [
+        "Error: Error from server: Get \"https://worker-01:10250/containerLogs/boutique/adservice-69ccdc578f-7qkqh/server\": dial tcp 192.168.0.222:10250: connect: connection refused"
+      ]
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   115d   v1.31.2\nworker-01   NotReady                   node     115d   v1.31.2\nworker-02   Ready                      node     115d   v1.31.2\nworker-03   Ready                      node     115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ● containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: active (running) since Fri 2025-12-05 14:11:51 CST; 54min ago\n       Docs: https://containerd.io\n   Main PID: 928 (containerd)\n      Tasks: 164 (limit: 18592)\n     Memory: 224.5M\n        CPU: 30.568s\n     CGroup: /system.slice/containerd.service\n             ├─  928 /opt/kube/bin/containerd-bin/containerd\n             ├─ 1747 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 070665677a8a5436e73b79ccaedcb3c60601de8e5f5ffa280eb87e7916689379 -address /run/containerd/containerd.sock\n             ├─ 1748 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7f84b42952c2abc2875bfd67be745ec4f5755635d44fe0fbda98b545aca6071d -address /run/containerd/containerd.sock\n             ├─ 1855 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 6690ba38b1f4d874d4b222e0026d51013b2a3ab2a0b18de745cd018fdf16d99c -address /run/containerd/containerd.sock\n             ├─ 2017 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id fa4757f4cf7e1cbfd0ed1540a1d2dea0ba8041e84f60845365d6577030091fc1 -address /run/containerd/containerd.sock\n             ├─ 3654 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 12fe3cd536464273de088ae288e71a953ebbd4e85d6302425e61174d0c5aefb5 -address /run/containerd/containerd.sock\n             ├─ 4378 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 44bea498ccc1a6ec00ea441375a7aedcf15f777d5ffae83b224686db92e71b41 -address /run/containerd/containerd.sock\n             ├─ 4873 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 8db3a30844d05bd389f166208619d578aeb9719cd3c665647f0d178c6513afeb -address /run/containerd/containerd.sock\n             ├─47603 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7d9771c16d8f43d5150fe4b42c2e2fef74d1ffbb209bff6d85a94d26415ed818 -address /run/containerd/containerd.sock\n             ├─48016 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 0a0d8d1758f973d71d7bf1d47b55919960c3c51dd43e10d85ce482cedb27a1b7 -address /run/containerd/containerd.sock\n             ├─48423 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 925db40bfc42f8b0a76ee8d18008138f5d260f8e59064d240a8608f2a293ab9e -address /run/containerd/containerd.sock\n             ├─48663 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3f4321e46924cc034db86699f21d50b369acc62c5d40011863301d132c9fae12 -address /run/containerd/containerd.sock\n             └─48963 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 92432255f78e8f551363a03b2fffc9a6fe4988e02e6f2a8e67784c6c7e27b679 -address /run/containerd/containerd.sock\n\nDec 05 15:03:08 worker-01 containerd[928]: time=\"2025-12-05T15:03:08.518268529+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.pause\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 15:03:08 worker-01 containerd[928]: time=\"2025-12-05T15:03:08.602419133+08:00\" level=info msg=\"RunPodSandbox for &PodSandboxMetadata{Name:shippingservice-7ff54bf6b6-z5qf7,Uid:fa78668b-86be-47ba-b5df-36caee57c152,Namespace:boutique,Attempt:0,} returns sandbox id \\\"92432255f78e8f551363a03b2fffc9a6fe4988e02e6f2a8e67784c6c7e27b679\\\"\"\nDec 05 15:03:08 worker-01 containerd[928]: time=\"2025-12-05T15:03:08.604476411+08:00\" level=info msg=\"CreateContainer within sandbox \\\"92432255f78e8f551363a03b2fffc9a6fe4988e02e6f2a8e67784c6c7e27b679\\\" for container &ContainerMetadata{Name:server,Attempt:0,}\"\nDec 05 15:03:08 worker-01 containerd[928]: time=\"2025-12-05T15:03:08.616138286+08:00\" level=info msg=\"CreateContainer within sandbox \\\"92432255f78e8f551363a03b2fffc9a6fe4988e02e6f2a8e67784c6c7e27b679\\\" for &ContainerMetadata{Name:server,Attempt:0,} returns container id \\\"28ecc950646f94281592e025b01f7667ad30fc2a67da8fb3216a3d93575d73b0\\\"\"\nDec 05 15:03:08 worker-01 containerd[928]: time=\"2025-12-05T15:03:08.616529410+08:00\" level=info msg=\"StartContainer for \\\"28ecc950646f94281592e025b01f7667ad30fc2a67da8fb3216a3d93575d73b0\\\"\"\nDec 05 15:03:08 worker-01 containerd[928]: time=\"2025-12-05T15:03:08.704651673+08:00\" level=info msg=\"StartContainer for \\\"28ecc950646f94281592e025b01f7667ad30fc2a67da8fb3216a3d93575d73b0\\\" returns successfully\"\nDec 05 15:03:23 worker-01 containerd[928]: time=\"2025-12-05T15:03:23.546306586+08:00\" level=info msg=\"RunPodSandbox for &PodSandboxMetadata{Name:adservice-69ccdc578f-7qkqh,Uid:c6b2a442-45cd-4e7d-a6dc-43e585851382,Namespace:boutique,Attempt:0,}\"\nDec 05 15:03:23 worker-01 containerd[928]: map[string]interface {}{\"cniVersion\":\"0.3.1\", \"hairpinMode\":true, \"ipMasq\":false, \"ipam\":map[string]interface {}{\"ranges\":[][]map[string]interface {}{[]map[string]interface {}{map[string]interface {}{\"subnet\":\"172.20.1.0/24\"}}}, \"routes\":[]types.Route{types.Route{Dst:net.IPNet{IP:net.IP{0xac, 0x14, 0x0, 0x0}, Mask:net.IPMask{0xff, 0xff, 0x0, 0x0}}, GW:net.IP(nil), MTU:0, AdvMSS:0, Priority:0, Table:(*int)(nil), Scope:(*int)(nil)}}, \"type\":\"host-local\"}, \"isDefaultGateway\":true, \"isGateway\":true, \"mtu\":(*uint)(0xc0000129a0), \"name\":\"cbr0\", \"type\":\"bridge\"}\nDec 05 15:03:23 worker-01 containerd[928]: delegateAdd: netconf sent to delegate plugin:\nDec 05 15:03:23 worker-01 containerd[928]: {\"cniVersion\":\"0.3.1\",\"hairpinMode\":true,\"ipMasq\":false,\"ipam\":{\"ranges\":[[{\"subnet\":\"172.20.1.0/24\"}]],\"routes\":[{\"dst\":\"172.20.0.0/16\"}],\"type\":\"host-local\"},\"isDefaultGateway\":true,\"isGateway\":true,\"mtu\":1450,\"name\":\"cbr0\",\"type\":\"bridge\"}time=\"2025-12-05T15:03:23.679334424+08:00\" level=error msg=\"RunPodSandbox for &PodSandboxMetadata{Name:adservice-69ccdc578f-7qkqh,Uid:c6b2a442-45cd-4e7d-a6dc-43e585851382,Namespace:boutique,Attempt:0,} failed, error\" error=\"failed to setup network for sandbox \\\"3e3f155b3ef27678a3ba8f61d9af1a492ccbbd8b4cb368abe967d74bb62a275a\\\": plugin type=\\\"istio-cni\\\" name=\\\"istio-cni\\\" failed (add): netplugin failed with no error message: signal: killed\""
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:03:23 CST; 2min 43s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 45773 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 45774 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 45774 (code=exited, status=0/SUCCESS)\n        CPU: 1.798s\n\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.240074   45774 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/adservice-69ccdc578f-7qkqh\"]\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.240296   45774 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.348498   45774 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-vbxml\\\" (UniqueName: \\\"kubernetes.io/projected/c6b2a442-45cd-4e7d-a6dc-43e585851382-kube-api-access-vbxml\\\") pod \\\"adservice-69ccdc578f-7qkqh\\\" (UID: \\\"c6b2a442-45cd-4e7d-a6dc-43e585851382\\\") \" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.449677   45774 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-vbxml\\\" (UniqueName: \\\"kubernetes.io/projected/c6b2a442-45cd-4e7d-a6dc-43e585851382-kube-api-access-vbxml\\\") pod \\\"adservice-69ccdc578f-7qkqh\\\" (UID: \\\"c6b2a442-45cd-4e7d-a6dc-43e585851382\\\") \" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.457615   45774 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-vbxml\\\" (UniqueName: \\\"kubernetes.io/projected/c6b2a442-45cd-4e7d-a6dc-43e585851382-kube-api-access-vbxml\\\") pod \\\"adservice-69ccdc578f-7qkqh\\\" (UID: \\\"c6b2a442-45cd-4e7d-a6dc-43e585851382\\\") \" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 kubelet[45774]: I1205 15:03:23.545837   45774 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/adservice-69ccdc578f-7qkqh\"\nDec 05 15:03:23 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:03:23 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:03:23 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:03:23 worker-01 systemd[1]: kubelet.service: Consumed 1.798s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/31/path1.json b/golden-trajectory/boutique/infrastructure/31/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8693c1509e6183671c96e88f230b1d26b70c8f0c
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/31/path1.json
@@ -0,0 +1,82 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 12,
+    "total_trace_steps": 12,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "DescribeResource",
+      "CheckNodeServiceStatus",
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-f6lth               1/1     Running             0          2m10s   172.20.2.126   worker-02   <none>           <none>\ncartservice-57fd8b5d44-rvsr8             0/1     ContainerCreating   0          113s    <none>         worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-9z4kq         1/1     Running             0          2m9s    172.20.1.27    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-8jfzg         1/1     Running             0          2m9s    172.20.2.127   worker-02   <none>           <none>\nemailservice-c86b9b8f6-bqhz8             1/1     Running             0          2m9s    172.20.1.28    worker-01   <none>           <none>\nfrontend-657dd795f-7h799                 1/1     Running             0          2m9s    172.20.1.29    worker-01   <none>           <none>\npaymentservice-78c5996648-v6s59          1/1     Running             0          2m9s    172.20.2.128   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-v9r8s    1/1     Running             0          2m8s    172.20.1.30    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-s95mt   1/1     Running             0          2m8s    172.20.2.129   worker-02   <none>           <none>\nredis-cart-589d486f78-wqf6s              1/1     Running             0          2m8s    172.20.1.32    worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-rk5mt         1/1     Running             0          2m8s    172.20.1.31    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-57fd8b5d44-rvsr8'}",
+      "output": "Name:             cartservice-57fd8b5d44-rvsr8\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 15:12:28 +0800\nLabels:           app=cartservice\n                  pod-template-hash=57fd8b5d44\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-57fd8b5d44\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Image ID:       \n    Port:           7070/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     300m\n      memory:  128Mi\n    Requests:\n      cpu:     200m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-q62rl (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-q62rl:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  112s  default-scheduler  Successfully assigned boutique/cartservice-57fd8b5d44-rvsr8 to worker-01\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m36s       Normal    Started                pod/emailservice-c86b9b8f6-bqhz8              Started container server\n2m36s       Normal    Started                pod/productcatalogservice-ddb46fc86-v9r8s     Started container server\n2m36s       Normal    Started                pod/frontend-657dd795f-7h799                  Started container server\n2m36s       Normal    Pulled                 pod/frontend-657dd795f-7h799                  Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n2m36s       Normal    Created                pod/frontend-657dd795f-7h799                  Created container server\n2m35s       Normal    Pulled                 pod/shippingservice-7ff54bf6b6-rk5mt          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m35s       Normal    Started                pod/shippingservice-7ff54bf6b6-rk5mt          Started container server\n2m35s       Normal    Created                pod/shippingservice-7ff54bf6b6-rk5mt          Created container server\n2m32s       Normal    Pulled                 pod/redis-cart-589d486f78-wqf6s               Container image \"redis:alpine\" already present on machine\n2m32s       Normal    Started                pod/redis-cart-589d486f78-wqf6s               Started container redis\n2m32s       Normal    Created                pod/redis-cart-589d486f78-wqf6s               Created container redis\n2m21s       Warning   FailedCreate           replicaset/cartservice-57fd8b5d44             Error creating: pods \"cartservice-57fd8b5d44-\" is forbidden: error looking up service account boutique/cartservice: serviceaccount \"cartservice\" not found\n2m21s       Normal    SuccessfulCreate       replicaset/cartservice-57fd8b5d44             Created pod: cartservice-57fd8b5d44-rvsr8\n2m21s       Normal    ScalingReplicaSet      deployment/cartservice                        Scaled up replica set cartservice-57fd8b5d44 to 1\n99s         Warning   NodeNotReady           pod/redis-cart-589d486f78-wqf6s               Node is not ready\n99s         Warning   NodeNotReady           pod/shippingservice-7ff54bf6b6-rk5mt          Node is not ready\n99s         Warning   NodeNotReady           pod/productcatalogservice-ddb46fc86-v9r8s     Node is not ready\n99s         Warning   NodeNotReady           pod/emailservice-c86b9b8f6-bqhz8              Node is not ready\n99s         Warning   NodeNotReady           pod/frontend-657dd795f-7h799                  Node is not ready\n99s         Warning   NodeNotReady           pod/checkoutservice-8445f8b6cb-9z4kq          Node is not ready\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   115d   v1.31.2\nworker-01   NotReady                   node     115d   v1.31.2\nworker-02   Ready                      node     115d   v1.31.2\nworker-03   Ready                      node     115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 15:12:29 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 15:11:29 +0800   Fri, 05 Dec 2025 15:13:10 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 15:11:29 +0800   Fri, 05 Dec 2025 15:13:10 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 15:11:29 +0800   Fri, 05 Dec 2025 15:13:10 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 15:11:29 +0800   Fri, 05 Dec 2025 15:13:10 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (14 in total)\n  Namespace                   Name                                     CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                     ------------  ----------  ---------------  -------------  ---\n  boutique                    cartservice-57fd8b5d44-rvsr8             200m (2%)     300m (3%)   64Mi (0%)        128Mi (0%)     2m16s\n  boutique                    checkoutservice-8445f8b6cb-9z4kq         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    emailservice-c86b9b8f6-bqhz8             100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    frontend-657dd795f-7h799                 100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    productcatalogservice-ddb46fc86-v9r8s    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  boutique                    redis-cart-589d486f78-wqf6s              100m (1%)     200m (2%)   128Mi (0%)       256Mi (1%)     2m31s\n  boutique                    shippingservice-7ff54bf6b6-rk5mt         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  chaosblade                  chaosblade-tool-s8w48                    0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  istio-system                istio-cni-node-bjkpf                     100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                            200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx                    100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         20d\n  kube-system                 node-local-dns-2ljtx                     25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         115d\n  monitor                     cadvisor-pscz2                           0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  monitor                     node-exporter-psg6r                      0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1225m (15%)  1500m (18%)\n  memory             1179Mi (7%)  1Gi (6%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Warning  InvalidDiskCapacity      51m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   Starting                 51m                    kubelet          Starting kubelet.\n  Normal   NodeHasSufficientPID     51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeAllocatableEnforced  51m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeReady                51m (x2 over 51m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 48m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      48m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  48m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeReady                48m                    kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeHasSufficientMemory  48m (x2 over 48m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    48m (x2 over 48m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     48m (x2 over 48m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientMemory  20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Warning  InvalidDiskCapacity      20m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  20m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 20m                    kubelet          Starting kubelet.\n  Normal   NodeHasNoDiskPressure    20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                20m (x2 over 20m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeAllocatableEnforced  12m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 12m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      12m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeHasSufficientMemory  12m (x3 over 12m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    12m (x3 over 12m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     12m (x3 over 12m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                12m (x2 over 12m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 8m22s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      8m22s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  8m22s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  8m22s (x3 over 8m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    8m22s (x3 over 8m22s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     8m22s (x3 over 8m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                8m22s (x2 over 8m22s)  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             94s (x6 over 53m)      node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:12:29 CST; 2min 22s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 52688 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 52689 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 52689 (code=exited, status=0/SUCCESS)\n        CPU: 5.441s\n\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.851612   52689 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/cartservice-57fd8b5d44-rvsr8\"]\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.851874   52689 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.989447   52689 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.089998   52689 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.097469   52689 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.144587   52689 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 15:12:29 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:12:29 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:12:29 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:12:29 worker-01 systemd[1]: kubelet.service: Consumed 5.441s CPU time."
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-f6lth               1/1     Running             0          2m10s   172.20.2.126   worker-02   <none>           <none>\ncartservice-57fd8b5d44-rvsr8             0/1     ContainerCreating   0          113s    <none>         worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-9z4kq         1/1     Running             0          2m9s    172.20.1.27    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-8jfzg         1/1     Running             0          2m9s    172.20.2.127   worker-02   <none>           <none>\nemailservice-c86b9b8f6-bqhz8             1/1     Running             0          2m9s    172.20.1.28    worker-01   <none>           <none>\nfrontend-657dd795f-7h799                 1/1     Running             0          2m9s    172.20.1.29    worker-01   <none>           <none>\npaymentservice-78c5996648-v6s59          1/1     Running             0          2m9s    172.20.2.128   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-v9r8s    1/1     Running             0          2m8s    172.20.1.30    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-s95mt   1/1     Running             0          2m8s    172.20.2.129   worker-02   <none>           <none>\nredis-cart-589d486f78-wqf6s              1/1     Running             0          2m8s    172.20.1.32    worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-rk5mt         1/1     Running             0          2m8s    172.20.1.31    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-57fd8b5d44-rvsr8'}",
+      "output": "Name:             cartservice-57fd8b5d44-rvsr8\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 15:12:28 +0800\nLabels:           app=cartservice\n                  pod-template-hash=57fd8b5d44\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-57fd8b5d44\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Image ID:       \n    Port:           7070/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     300m\n      memory:  128Mi\n    Requests:\n      cpu:     200m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-q62rl (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-q62rl:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  112s  default-scheduler  Successfully assigned boutique/cartservice-57fd8b5d44-rvsr8 to worker-01\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m36s       Normal    Started                pod/emailservice-c86b9b8f6-bqhz8              Started container server\n2m36s       Normal    Started                pod/productcatalogservice-ddb46fc86-v9r8s     Started container server\n2m36s       Normal    Started                pod/frontend-657dd795f-7h799                  Started container server\n2m36s       Normal    Pulled                 pod/frontend-657dd795f-7h799                  Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n2m36s       Normal    Created                pod/frontend-657dd795f-7h799                  Created container server\n2m35s       Normal    Pulled                 pod/shippingservice-7ff54bf6b6-rk5mt          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m35s       Normal    Started                pod/shippingservice-7ff54bf6b6-rk5mt          Started container server\n2m35s       Normal    Created                pod/shippingservice-7ff54bf6b6-rk5mt          Created container server\n2m32s       Normal    Pulled                 pod/redis-cart-589d486f78-wqf6s               Container image \"redis:alpine\" already present on machine\n2m32s       Normal    Started                pod/redis-cart-589d486f78-wqf6s               Started container redis\n2m32s       Normal    Created                pod/redis-cart-589d486f78-wqf6s               Created container redis\n2m21s       Warning   FailedCreate           replicaset/cartservice-57fd8b5d44             Error creating: pods \"cartservice-57fd8b5d44-\" is forbidden: error looking up service account boutique/cartservice: serviceaccount \"cartservice\" not found\n2m21s       Normal    SuccessfulCreate       replicaset/cartservice-57fd8b5d44             Created pod: cartservice-57fd8b5d44-rvsr8\n2m21s       Normal    ScalingReplicaSet      deployment/cartservice                        Scaled up replica set cartservice-57fd8b5d44 to 1\n99s         Warning   NodeNotReady           pod/redis-cart-589d486f78-wqf6s               Node is not ready\n99s         Warning   NodeNotReady           pod/shippingservice-7ff54bf6b6-rk5mt          Node is not ready\n99s         Warning   NodeNotReady           pod/productcatalogservice-ddb46fc86-v9r8s     Node is not ready\n99s         Warning   NodeNotReady           pod/emailservice-c86b9b8f6-bqhz8              Node is not ready\n99s         Warning   NodeNotReady           pod/frontend-657dd795f-7h799                  Node is not ready\n99s         Warning   NodeNotReady           pod/checkoutservice-8445f8b6cb-9z4kq          Node is not ready\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   115d   v1.31.2\nworker-01   NotReady                   node     115d   v1.31.2\nworker-02   Ready                      node     115d   v1.31.2\nworker-03   Ready                      node     115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 15:12:29 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 15:11:29 +0800   Fri, 05 Dec 2025 15:13:10 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 15:11:29 +0800   Fri, 05 Dec 2025 15:13:10 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 15:11:29 +0800   Fri, 05 Dec 2025 15:13:10 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 15:11:29 +0800   Fri, 05 Dec 2025 15:13:10 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (14 in total)\n  Namespace                   Name                                     CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                     ------------  ----------  ---------------  -------------  ---\n  boutique                    cartservice-57fd8b5d44-rvsr8             200m (2%)     300m (3%)   64Mi (0%)        128Mi (0%)     2m16s\n  boutique                    checkoutservice-8445f8b6cb-9z4kq         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    emailservice-c86b9b8f6-bqhz8             100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    frontend-657dd795f-7h799                 100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    productcatalogservice-ddb46fc86-v9r8s    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  boutique                    redis-cart-589d486f78-wqf6s              100m (1%)     200m (2%)   128Mi (0%)       256Mi (1%)     2m31s\n  boutique                    shippingservice-7ff54bf6b6-rk5mt         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  chaosblade                  chaosblade-tool-s8w48                    0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  istio-system                istio-cni-node-bjkpf                     100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                            200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx                    100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         20d\n  kube-system                 node-local-dns-2ljtx                     25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         115d\n  monitor                     cadvisor-pscz2                           0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  monitor                     node-exporter-psg6r                      0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1225m (15%)  1500m (18%)\n  memory             1179Mi (7%)  1Gi (6%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Warning  InvalidDiskCapacity      51m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   Starting                 51m                    kubelet          Starting kubelet.\n  Normal   NodeHasSufficientPID     51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeAllocatableEnforced  51m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeReady                51m (x2 over 51m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 48m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      48m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  48m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeReady                48m                    kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeHasSufficientMemory  48m (x2 over 48m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    48m (x2 over 48m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     48m (x2 over 48m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientMemory  20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Warning  InvalidDiskCapacity      20m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  20m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 20m                    kubelet          Starting kubelet.\n  Normal   NodeHasNoDiskPressure    20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                20m (x2 over 20m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeAllocatableEnforced  12m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 12m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      12m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeHasSufficientMemory  12m (x3 over 12m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    12m (x3 over 12m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     12m (x3 over 12m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                12m (x2 over 12m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 8m22s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      8m22s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  8m22s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  8m22s (x3 over 8m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    8m22s (x3 over 8m22s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     8m22s (x3 over 8m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                8m22s (x2 over 8m22s)  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             94s (x6 over 53m)      node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:12:29 CST; 2min 22s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 52688 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 52689 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 52689 (code=exited, status=0/SUCCESS)\n        CPU: 5.441s\n\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.851612   52689 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/cartservice-57fd8b5d44-rvsr8\"]\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.851874   52689 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.989447   52689 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.089998   52689 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.097469   52689 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.144587   52689 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 15:12:29 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:12:29 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:12:29 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:12:29 worker-01 systemd[1]: kubelet.service: Consumed 5.441s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/31/path2.json b/golden-trajectory/boutique/infrastructure/31/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..82e3581136eb764d86b1bda9cf4c40570056280a
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/31/path2.json
@@ -0,0 +1,155 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 7,
+    "total_trace_steps": 7,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetRecentLogs",
+      "GetClusterConfiguration",
+      "GetResources",
+      "CheckNodeServiceStatus",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-f6lth               1/1     Running             0          2m10s   172.20.2.126   worker-02   <none>           <none>\ncartservice-57fd8b5d44-rvsr8             0/1     ContainerCreating   0          113s    <none>         worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-9z4kq         1/1     Running             0          2m9s    172.20.1.27    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-8jfzg         1/1     Running             0          2m9s    172.20.2.127   worker-02   <none>           <none>\nemailservice-c86b9b8f6-bqhz8             1/1     Running             0          2m9s    172.20.1.28    worker-01   <none>           <none>\nfrontend-657dd795f-7h799                 1/1     Running             0          2m9s    172.20.1.29    worker-01   <none>           <none>\npaymentservice-78c5996648-v6s59          1/1     Running             0          2m9s    172.20.2.128   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-v9r8s    1/1     Running             0          2m8s    172.20.1.30    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-s95mt   1/1     Running             0          2m8s    172.20.2.129   worker-02   <none>           <none>\nredis-cart-589d486f78-wqf6s              1/1     Running             0          2m8s    172.20.1.32    worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-rk5mt         1/1     Running             0          2m8s    172.20.1.31    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-57fd8b5d44-rvsr8'}",
+      "output": "Name:             cartservice-57fd8b5d44-rvsr8\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 15:12:28 +0800\nLabels:           app=cartservice\n                  pod-template-hash=57fd8b5d44\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-57fd8b5d44\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Image ID:       \n    Port:           7070/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     300m\n      memory:  128Mi\n    Requests:\n      cpu:     200m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-q62rl (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-q62rl:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  112s  default-scheduler  Successfully assigned boutique/cartservice-57fd8b5d44-rvsr8 to worker-01\n"
+    },
+    {
+      "tool_name": "GetRecentLogs",
+      "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'cartservice', lines: 10}",
+      "output": [
+        "Error: Error from server: Get \"https://worker-01:10250/containerLogs/boutique/cartservice-57fd8b5d44-rvsr8/server\": dial tcp 192.168.0.222:10250: connect: connection refused"
+      ]
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   115d   v1.31.2\nworker-01   NotReady                   node     115d   v1.31.2\nworker-02   Ready                      node     115d   v1.31.2\nworker-03   Ready                      node     115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ● containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: active (running) since Fri 2025-12-05 14:11:51 CST; 1h 3min ago\n       Docs: https://containerd.io\n   Main PID: 928 (containerd)\n      Tasks: 177 (limit: 18592)\n     Memory: 214.9M\n        CPU: 35.528s\n     CGroup: /system.slice/containerd.service\n             ├─  928 /opt/kube/bin/containerd-bin/containerd\n             ├─ 1747 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 070665677a8a5436e73b79ccaedcb3c60601de8e5f5ffa280eb87e7916689379 -address /run/containerd/containerd.sock\n             ├─ 1748 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7f84b42952c2abc2875bfd67be745ec4f5755635d44fe0fbda98b545aca6071d -address /run/containerd/containerd.sock\n             ├─ 1855 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 6690ba38b1f4d874d4b222e0026d51013b2a3ab2a0b18de745cd018fdf16d99c -address /run/containerd/containerd.sock\n             ├─ 2017 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id fa4757f4cf7e1cbfd0ed1540a1d2dea0ba8041e84f60845365d6577030091fc1 -address /run/containerd/containerd.sock\n             ├─ 3654 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 12fe3cd536464273de088ae288e71a953ebbd4e85d6302425e61174d0c5aefb5 -address /run/containerd/containerd.sock\n             ├─ 4378 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 44bea498ccc1a6ec00ea441375a7aedcf15f777d5ffae83b224686db92e71b41 -address /run/containerd/containerd.sock\n             ├─ 4873 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 8db3a30844d05bd389f166208619d578aeb9719cd3c665647f0d178c6513afeb -address /run/containerd/containerd.sock\n             ├─57191 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 4d87f397bad20d55d57e2f5ee4a94417d6d945945e37bdd9a3cd3fd62a0b398b -address /run/containerd/containerd.sock\n             ├─57522 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id f290fc32ee4b40d02159877bed0b091f07eacb8e5cd08c3323013cabf96624ce -address /run/containerd/containerd.sock\n             ├─57755 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id ce79724fb17e232d9c429c0bb0976234f8e1580196d958b1695d0ecef108e09c -address /run/containerd/containerd.sock\n             ├─58102 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 991b5728fb2d701f1ff45eaf849ce872bf779c3b916b500bed630b4e8de63555 -address /run/containerd/containerd.sock\n             ├─58513 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 0c6f45134f4ecc9fe010d0b89b440dfec6c3f5562bc972aa897de8b1df6c2229 -address /run/containerd/containerd.sock\n             └─58864 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id e8abab5aa4893dabbada5575afaf0aab419cfee39818b612de33dc0d13cc13d2 -address /run/containerd/containerd.sock\n\nDec 05 15:12:17 worker-01 containerd[928]: {\"level\":\"info\",\"time\":\"2025-12-05T07:12:17.325608Z\",\"msg\":\"excluded because it does not have istio-proxy container (have [redis])\",\"pod\":\"boutique/redis-cart-589d486f78-wqf6s\"}\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.340299605+08:00\" level=info msg=\"loading plugin \\\"io.containerd.event.v1.publisher\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.event.v1\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.340781883+08:00\" level=info msg=\"loading plugin \\\"io.containerd.internal.v1.shutdown\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.internal.v1\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.340802751+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.task\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.340933300+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.pause\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.398723299+08:00\" level=info msg=\"RunPodSandbox for &PodSandboxMetadata{Name:redis-cart-589d486f78-wqf6s,Uid:6ff89887-acbb-40a2-b48d-55e2d0421dd1,Namespace:boutique,Attempt:0,} returns sandbox id \\\"e8abab5aa4893dabbada5575afaf0aab419cfee39818b612de33dc0d13cc13d2\\\"\"\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.400664885+08:00\" level=info msg=\"CreateContainer within sandbox \\\"e8abab5aa4893dabbada5575afaf0aab419cfee39818b612de33dc0d13cc13d2\\\" for container &ContainerMetadata{Name:redis,Attempt:0,}\"\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.413236602+08:00\" level=info msg=\"CreateContainer within sandbox \\\"e8abab5aa4893dabbada5575afaf0aab419cfee39818b612de33dc0d13cc13d2\\\" for &ContainerMetadata{Name:redis,Attempt:0,} returns container id \\\"4337b838134f23af0738fad829202398a93b11ba6f59829ec2aa0a430484bdc8\\\"\"\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.413572907+08:00\" level=info msg=\"StartContainer for \\\"4337b838134f23af0738fad829202398a93b11ba6f59829ec2aa0a430484bdc8\\\"\"\nDec 05 15:12:17 worker-01 containerd[928]: time=\"2025-12-05T15:12:17.502567246+08:00\" level=info msg=\"StartContainer for \\\"4337b838134f23af0738fad829202398a93b11ba6f59829ec2aa0a430484bdc8\\\" returns successfully\""
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:12:29 CST; 2min 22s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 52688 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 52689 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 52689 (code=exited, status=0/SUCCESS)\n        CPU: 5.441s\n\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.851612   52689 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/cartservice-57fd8b5d44-rvsr8\"]\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.851874   52689 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:28 worker-01 kubelet[52689]: I1205 15:12:28.989447   52689 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.089998   52689 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.097469   52689 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-q62rl\\\" (UniqueName: \\\"kubernetes.io/projected/6a7d72c6-1e92-49c5-94df-5be3f184b6da-kube-api-access-q62rl\\\") pod \\\"cartservice-57fd8b5d44-rvsr8\\\" (UID: \\\"6a7d72c6-1e92-49c5-94df-5be3f184b6da\\\") \" pod=\"boutique/cartservice-57fd8b5d44-rvsr8\"\nDec 05 15:12:29 worker-01 kubelet[52689]: I1205 15:12:29.144587   52689 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 15:12:29 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:12:29 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:12:29 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:12:29 worker-01 systemd[1]: kubelet.service: Consumed 5.441s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/32/path1.json b/golden-trajectory/boutique/infrastructure/32/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..01c2ca30d64cfc91484ef45d0414b0acd95a9c20
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/32/path1.json
@@ -0,0 +1,141 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-qd92c               1/1     Running             0          2m9s   172.20.1.33    worker-01   <none>           <none>\ncartservice-79b49f5555-7hgwq             1/1     Running             0          2m9s   172.20.2.130   worker-02   <none>           <none>\ncheckoutservice-59664766bc-lmm4p         0/1     ContainerCreating   0          112s   <none>         worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-57gj9         1/1     Running             0          2m9s   172.20.1.34    worker-01   <none>           <none>\nemailservice-c86b9b8f6-rtsjf             1/1     Running             0          2m8s   172.20.2.131   worker-02   <none>           <none>\nfrontend-657dd795f-rnxvd                 1/1     Running             0          2m8s   172.20.1.35    worker-01   <none>           <none>\npaymentservice-78c5996648-jcwn6          1/1     Running             0          2m8s   172.20.2.132   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-2mw85    1/1     Running             0          2m8s   172.20.1.36    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-57dc2   1/1     Running             0          2m7s   172.20.2.133   worker-02   <none>           <none>\nredis-cart-589d486f78-htwqp              1/1     Running             0          2m7s   172.20.2.134   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-z955f         1/1     Running             0          2m7s   172.20.1.37    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-59664766bc-lmm4p'}",
+      "output": "Name:             checkoutservice-59664766bc-lmm4p\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 15:24:56 +0800\nLabels:           app=checkoutservice\n                  pod-template-hash=59664766bc\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-59664766bc\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Image ID:       \n    Port:           5050/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-tbzx6 (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-tbzx6:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  112s  default-scheduler  Successfully assigned boutique/checkoutservice-59664766bc-lmm4p to worker-01\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   115d   v1.31.2\nworker-01   NotReady                   node     115d   v1.31.2\nworker-02   Ready                      node     115d   v1.31.2\nworker-03   Ready                      node     115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:24:57 CST; 2min 22s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 65805 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 65806 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 65806 (code=exited, status=0/SUCCESS)\n        CPU: 2.508s\n\nDec 05 15:24:51 worker-01 kubelet[65806]: I1205 15:24:51.942885   65806 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-z955f\"\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.675741   65806 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/checkoutservice-59664766bc-lmm4p\"]\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.675977   65806 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/checkoutservice-59664766bc-lmm4p\"\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.779601   65806 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-tbzx6\\\" (UniqueName: \\\"kubernetes.io/projected/59df4eb9-5cf1-4a07-9d2a-9defd3369354-kube-api-access-tbzx6\\\") pod \\\"checkoutservice-59664766bc-lmm4p\\\" (UID: \\\"59df4eb9-5cf1-4a07-9d2a-9defd3369354\\\") \" pod=\"boutique/checkoutservice-59664766bc-lmm4p\"\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.880387   65806 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-tbzx6\\\" (UniqueName: \\\"kubernetes.io/projected/59df4eb9-5cf1-4a07-9d2a-9defd3369354-kube-api-access-tbzx6\\\") pod \\\"checkoutservice-59664766bc-lmm4p\\\" (UID: \\\"59df4eb9-5cf1-4a07-9d2a-9defd3369354\\\") \" pod=\"boutique/checkoutservice-59664766bc-lmm4p\"\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.888179   65806 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-tbzx6\\\" (UniqueName: \\\"kubernetes.io/projected/59df4eb9-5cf1-4a07-9d2a-9defd3369354-kube-api-access-tbzx6\\\") pod \\\"checkoutservice-59664766bc-lmm4p\\\" (UID: \\\"59df4eb9-5cf1-4a07-9d2a-9defd3369354\\\") \" pod=\"boutique/checkoutservice-59664766bc-lmm4p\"\nDec 05 15:24:56 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:24:57 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:24:57 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:24:57 worker-01 systemd[1]: kubelet.service: Consumed 2.508s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/32/path2.json b/golden-trajectory/boutique/infrastructure/32/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..db5f9132e19b6d8e5480ccfa8b5fc5e1494b4e2c
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/32/path2.json
@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "CheckNodeServiceStatus",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-qd92c               1/1     Running             0          2m9s   172.20.1.33    worker-01   <none>           <none>\ncartservice-79b49f5555-7hgwq             1/1     Running             0          2m9s   172.20.2.130   worker-02   <none>           <none>\ncheckoutservice-59664766bc-lmm4p         0/1     ContainerCreating   0          112s   <none>         worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-57gj9         1/1     Running             0          2m9s   172.20.1.34    worker-01   <none>           <none>\nemailservice-c86b9b8f6-rtsjf             1/1     Running             0          2m8s   172.20.2.131   worker-02   <none>           <none>\nfrontend-657dd795f-rnxvd                 1/1     Running             0          2m8s   172.20.1.35    worker-01   <none>           <none>\npaymentservice-78c5996648-jcwn6          1/1     Running             0          2m8s   172.20.2.132   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-2mw85    1/1     Running             0          2m8s   172.20.1.36    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-57dc2   1/1     Running             0          2m7s   172.20.2.133   worker-02   <none>           <none>\nredis-cart-589d486f78-htwqp              1/1     Running             0          2m7s   172.20.2.134   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-z955f         1/1     Running             0          2m7s   172.20.1.37    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-59664766bc-lmm4p'}",
+      "output": "Name:             checkoutservice-59664766bc-lmm4p\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 15:24:56 +0800\nLabels:           app=checkoutservice\n                  pod-template-hash=59664766bc\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-59664766bc\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Image ID:       \n    Port:           5050/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-tbzx6 (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-tbzx6:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  112s  default-scheduler  Successfully assigned boutique/checkoutservice-59664766bc-lmm4p to worker-01\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoint', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice                                    2m26s\ncartservice             172.20.2.130:7070    2m26s\ncheckoutservice         <none>               2m9s\ncurrencyservice                              2m26s\nemailservice            172.20.2.131:8080    2m25s\nfrontend                                     2m25s\nfrontend-external                            2m25s\npaymentservice          172.20.2.132:50051   2m25s\nproductcatalogservice                        2m25s\nrecommendationservice   172.20.2.133:8080    2m24s\nredis-cart              172.20.2.134:6379    2m24s\nshippingservice                              2m24s\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ● containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: active (running) since Fri 2025-12-05 14:11:51 CST; 1h 15min ago\n       Docs: https://containerd.io\n   Main PID: 928 (containerd)\n      Tasks: 163 (limit: 18592)\n     Memory: 235.7M\n        CPU: 40.543s\n     CGroup: /system.slice/containerd.service\n             ├─  928 /opt/kube/bin/containerd-bin/containerd\n             ├─ 1747 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 070665677a8a5436e73b79ccaedcb3c60601de8e5f5ffa280eb87e7916689379 -address /run/containerd/containerd.sock\n             ├─ 1748 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7f84b42952c2abc2875bfd67be745ec4f5755635d44fe0fbda98b545aca6071d -address /run/containerd/containerd.sock\n             ├─ 1855 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 6690ba38b1f4d874d4b222e0026d51013b2a3ab2a0b18de745cd018fdf16d99c -address /run/containerd/containerd.sock\n             ├─ 2017 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id fa4757f4cf7e1cbfd0ed1540a1d2dea0ba8041e84f60845365d6577030091fc1 -address /run/containerd/containerd.sock\n             ├─ 3654 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 12fe3cd536464273de088ae288e71a953ebbd4e85d6302425e61174d0c5aefb5 -address /run/containerd/containerd.sock\n             ├─ 4378 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 44bea498ccc1a6ec00ea441375a7aedcf15f777d5ffae83b224686db92e71b41 -address /run/containerd/containerd.sock\n             ├─ 4873 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 8db3a30844d05bd389f166208619d578aeb9719cd3c665647f0d178c6513afeb -address /run/containerd/containerd.sock\n             ├─68431 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 1186dab4a20662d31b50da6611b26e71dd62899c451229ab839026b2344ef226 -address /run/containerd/containerd.sock\n             ├─68741 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 82dec828ad631bf207327d9c75de7e471bc496d6e844f692fe0ba33356b7c1e0 -address /run/containerd/containerd.sock\n             ├─69100 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5a8d91c819103a8430d37ba815c62ce00f3404df827ac26813a7867537b3a255 -address /run/containerd/containerd.sock\n             ├─69470 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 47369aa94333342f48fc6063c7c9bbeecda5de98b9c9bf645955825d56bf53b4 -address /run/containerd/containerd.sock\n             └─69920 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 56ee226199832cb6e4ffc25419de3807a2eb805dfe3277e29ec3f2c1a0a84834 -address /run/containerd/containerd.sock\n\nDec 05 15:24:42 worker-01 containerd[928]: {\"level\":\"info\",\"time\":\"2025-12-05T07:24:42.064353Z\",\"msg\":\"excluded because it does not have istio-proxy container (have [server])\",\"pod\":\"boutique/shippingservice-7ff54bf6b6-z955f\"}\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.078413218+08:00\" level=info msg=\"loading plugin \\\"io.containerd.event.v1.publisher\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.event.v1\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.078474535+08:00\" level=info msg=\"loading plugin \\\"io.containerd.internal.v1.shutdown\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.internal.v1\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.078484651+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.task\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.078551944+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.pause\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.204920258+08:00\" level=info msg=\"RunPodSandbox for &PodSandboxMetadata{Name:shippingservice-7ff54bf6b6-z955f,Uid:d5f09e79-b45b-4953-a0fb-a92662b97e67,Namespace:boutique,Attempt:0,} returns sandbox id \\\"56ee226199832cb6e4ffc25419de3807a2eb805dfe3277e29ec3f2c1a0a84834\\\"\"\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.206886516+08:00\" level=info msg=\"CreateContainer within sandbox \\\"56ee226199832cb6e4ffc25419de3807a2eb805dfe3277e29ec3f2c1a0a84834\\\" for container &ContainerMetadata{Name:server,Attempt:0,}\"\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.219067390+08:00\" level=info msg=\"CreateContainer within sandbox \\\"56ee226199832cb6e4ffc25419de3807a2eb805dfe3277e29ec3f2c1a0a84834\\\" for &ContainerMetadata{Name:server,Attempt:0,} returns container id \\\"6316f526ffc60f489ff71f2f29772a1764a7435e8961bc0c617fecd08aa387f4\\\"\"\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.219425297+08:00\" level=info msg=\"StartContainer for \\\"6316f526ffc60f489ff71f2f29772a1764a7435e8961bc0c617fecd08aa387f4\\\"\"\nDec 05 15:24:42 worker-01 containerd[928]: time=\"2025-12-05T15:24:42.302930862+08:00\" level=info msg=\"StartContainer for \\\"6316f526ffc60f489ff71f2f29772a1764a7435e8961bc0c617fecd08aa387f4\\\" returns successfully\""
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:24:57 CST; 2min 22s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 65805 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 65806 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 65806 (code=exited, status=0/SUCCESS)\n        CPU: 2.508s\n\nDec 05 15:24:51 worker-01 kubelet[65806]: I1205 15:24:51.942885   65806 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-z955f\"\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.675741   65806 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/checkoutservice-59664766bc-lmm4p\"]\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.675977   65806 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/checkoutservice-59664766bc-lmm4p\"\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.779601   65806 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-tbzx6\\\" (UniqueName: \\\"kubernetes.io/projected/59df4eb9-5cf1-4a07-9d2a-9defd3369354-kube-api-access-tbzx6\\\") pod \\\"checkoutservice-59664766bc-lmm4p\\\" (UID: \\\"59df4eb9-5cf1-4a07-9d2a-9defd3369354\\\") \" pod=\"boutique/checkoutservice-59664766bc-lmm4p\"\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.880387   65806 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-tbzx6\\\" (UniqueName: \\\"kubernetes.io/projected/59df4eb9-5cf1-4a07-9d2a-9defd3369354-kube-api-access-tbzx6\\\") pod \\\"checkoutservice-59664766bc-lmm4p\\\" (UID: \\\"59df4eb9-5cf1-4a07-9d2a-9defd3369354\\\") \" pod=\"boutique/checkoutservice-59664766bc-lmm4p\"\nDec 05 15:24:56 worker-01 kubelet[65806]: I1205 15:24:56.888179   65806 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-tbzx6\\\" (UniqueName: \\\"kubernetes.io/projected/59df4eb9-5cf1-4a07-9d2a-9defd3369354-kube-api-access-tbzx6\\\") pod \\\"checkoutservice-59664766bc-lmm4p\\\" (UID: \\\"59df4eb9-5cf1-4a07-9d2a-9defd3369354\\\") \" pod=\"boutique/checkoutservice-59664766bc-lmm4p\"\nDec 05 15:24:56 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:24:57 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:24:57 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:24:57 worker-01 systemd[1]: kubelet.service: Consumed 2.508s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/33/path1.json b/golden-trajectory/boutique/infrastructure/33/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8cc0b68ff5fb426280ff6d3fa487abd0df7b6318
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/33/path1.json
@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-wgdhb               1/1     Running             0          2m9s   172.20.2.135   worker-02   <none>           <none>\ncartservice-79b49f5555-gnwfj             1/1     Running             0          2m9s   172.20.1.38    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-kln29         1/1     Running             0          2m9s   172.20.2.136   worker-02   <none>           <none>\ncurrencyservice-769fddbbdd-z2bjw         0/1     ContainerCreating   0          112s   <none>         worker-02   <none>           <none>\nemailservice-c86b9b8f6-qt4m6             1/1     Running             0          2m9s   172.20.1.39    worker-01   <none>           <none>\nfrontend-657dd795f-b6xv8                 1/1     Running             0          2m9s   172.20.1.40    worker-01   <none>           <none>\npaymentservice-78c5996648-rh9qq          1/1     Running             0          2m8s   172.20.2.137   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-xbtjp    1/1     Running             0          2m8s   172.20.1.41    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-qfwvm   1/1     Running             0          2m8s   172.20.2.138   worker-02   <none>           <none>\nredis-cart-589d486f78-25mrx              1/1     Running             0          2m8s   172.20.1.42    worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-sfcqt         1/1     Running             0          2m7s   172.20.2.139   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-769fddbbdd-z2bjw'}",
+      "output": "Name:             currencyservice-769fddbbdd-z2bjw\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 05 Dec 2025 15:29:31 +0800\nLabels:           app=currencyservice\n                  pod-template-hash=769fddbbdd\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-769fddbbdd\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n    Image ID:       \n    Port:           7000/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:7000  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:7000  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              7000\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-8xvx5 (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-8xvx5:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-02\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  113s  default-scheduler  Successfully assigned boutique/currencyservice-769fddbbdd-z2bjw to worker-02\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   115d   v1.31.2\nworker-01   Ready                      node     115d   v1.31.2\nworker-02   NotReady                   node     115d   v1.31.2\nworker-03   Ready                      node     115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-02'}",
+      "output": "Name:               worker-02\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-02\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"5a:d9:43:a8:2f:c8\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.53\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-02\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 15:29:25 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:20 +0800   Fri, 05 Dec 2025 14:12:20 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 15:28:34 +0800   Fri, 05 Dec 2025 15:30:06 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 15:28:34 +0800   Fri, 05 Dec 2025 15:30:06 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 15:28:34 +0800   Fri, 05 Dec 2025 15:30:06 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 15:28:34 +0800   Fri, 05 Dec 2025 15:30:06 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.53\n  Hostname:    worker-02\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978540Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671340Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                aa737935-f9cf-4bc8-ac3d-3c8936223857\n  Boot ID:                    4e5fa7be-fe98-40d0-b2f8-757e483446c4\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.2.0/24\nPodCIDRs:                     172.20.2.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------  ---------------  -------------  ---\n  boutique                    adservice-64ddc5c766-wgdhb                200m (2%)     300m (3%)   180Mi (1%)       300Mi (1%)     2m32s\n  boutique                    checkoutservice-8445f8b6cb-kln29          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    currencyservice-769fddbbdd-z2bjw          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m15s\n  boutique                    paymentservice-78c5996648-rh9qq           100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  boutique                    recommendationservice-7bf5b7d9b8-qfwvm    100m (1%)     200m (2%)   220Mi (1%)       450Mi (2%)     2m31s\n  boutique                    shippingservice-7ff54bf6b6-sfcqt          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m30s\n  chaosblade                  chaosblade-tool-lg5cc                     0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\n  istio-system                istio-cni-node-44dhl                      100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-qjds9                             200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-sqbpp                     100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         21d\n  kube-system                 node-local-dns-mrmqq                      25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         115d\n  monitor                     cadvisor-jn9lz                            0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\n  monitor                     node-exporter-x96tv                       0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1125m (14%)  1300m (16%)\n  memory             1323Mi (8%)  1262Mi (8%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type    Reason        Age   From             Message\n  ----    ------        ----  ----             -------\n  Normal  NodeNotReady  100s  node-controller  Node worker-02 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-02\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:29:31 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1776 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-02 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1776 (code=exited, status=0/SUCCESS)\n        CPU: 1min 9.195s\n\nDec 05 15:29:26 worker-02 kubelet[1776]: I1205 15:29:26.439993    1776 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-sfcqt\"\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.218871    1776 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/currencyservice-769fddbbdd-z2bjw\"]\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.219101    1776 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/currencyservice-769fddbbdd-z2bjw\"\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.246908    1776 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-8xvx5\\\" (UniqueName: \\\"kubernetes.io/projected/12dabcef-bf20-4c2f-8065-96659a48bdc5-kube-api-access-8xvx5\\\") pod \\\"currencyservice-769fddbbdd-z2bjw\\\" (UID: \\\"12dabcef-bf20-4c2f-8065-96659a48bdc5\\\") \" pod=\"boutique/currencyservice-769fddbbdd-z2bjw\"\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.348099    1776 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-8xvx5\\\" (UniqueName: \\\"kubernetes.io/projected/12dabcef-bf20-4c2f-8065-96659a48bdc5-kube-api-access-8xvx5\\\") pod \\\"currencyservice-769fddbbdd-z2bjw\\\" (UID: \\\"12dabcef-bf20-4c2f-8065-96659a48bdc5\\\") \" pod=\"boutique/currencyservice-769fddbbdd-z2bjw\"\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.356207    1776 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-8xvx5\\\" (UniqueName: \\\"kubernetes.io/projected/12dabcef-bf20-4c2f-8065-96659a48bdc5-kube-api-access-8xvx5\\\") pod \\\"currencyservice-769fddbbdd-z2bjw\\\" (UID: \\\"12dabcef-bf20-4c2f-8065-96659a48bdc5\\\") \" pod=\"boutique/currencyservice-769fddbbdd-z2bjw\"\nDec 05 15:29:31 worker-02 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:29:31 worker-02 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:29:31 worker-02 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:29:31 worker-02 systemd[1]: kubelet.service: Consumed 1min 9.195s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/33/path2.json b/golden-trajectory/boutique/infrastructure/33/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b7fd8a60cc6cc061b28e14b25492dfd46689089
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/33/path2.json
@@ -0,0 +1,149 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetRecentLogs",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-wgdhb               1/1     Running             0          2m9s   172.20.2.135   worker-02   <none>           <none>\ncartservice-79b49f5555-gnwfj             1/1     Running             0          2m9s   172.20.1.38    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-kln29         1/1     Running             0          2m9s   172.20.2.136   worker-02   <none>           <none>\ncurrencyservice-769fddbbdd-z2bjw         0/1     ContainerCreating   0          112s   <none>         worker-02   <none>           <none>\nemailservice-c86b9b8f6-qt4m6             1/1     Running             0          2m9s   172.20.1.39    worker-01   <none>           <none>\nfrontend-657dd795f-b6xv8                 1/1     Running             0          2m9s   172.20.1.40    worker-01   <none>           <none>\npaymentservice-78c5996648-rh9qq          1/1     Running             0          2m8s   172.20.2.137   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-xbtjp    1/1     Running             0          2m8s   172.20.1.41    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-qfwvm   1/1     Running             0          2m8s   172.20.2.138   worker-02   <none>           <none>\nredis-cart-589d486f78-25mrx              1/1     Running             0          2m8s   172.20.1.42    worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-sfcqt         1/1     Running             0          2m7s   172.20.2.139   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-769fddbbdd-z2bjw'}",
+      "output": "Name:             currencyservice-769fddbbdd-z2bjw\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 05 Dec 2025 15:29:31 +0800\nLabels:           app=currencyservice\n                  pod-template-hash=769fddbbdd\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-769fddbbdd\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n    Image ID:       \n    Port:           7000/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:7000  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:7000  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              7000\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-8xvx5 (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-8xvx5:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-02\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  113s  default-scheduler  Successfully assigned boutique/currencyservice-769fddbbdd-z2bjw to worker-02\n"
+    },
+    {
+      "tool_name": "GetRecentLogs",
+      "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'currencyservice', lines: 10}",
+      "output": [
+        "Error: Error from server: Get \"https://worker-02:10250/containerLogs/boutique/currencyservice-769fddbbdd-z2bjw/server\": dial tcp 192.168.0.53:10250: connect: connection refused"
+      ]
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ● containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: active (running) since Fri 2025-12-05 14:11:52 CST; 1h 20min ago\n       Docs: https://containerd.io\n   Main PID: 919 (containerd)\n      Tasks: 174 (limit: 18592)\n     Memory: 236.9M\n        CPU: 49.114s\n     CGroup: /system.slice/containerd.service\n             ├─  919 /opt/kube/bin/containerd-bin/containerd\n             ├─ 2021 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 21183ec6fe6850572aa8bd6d02b313394000e06703785e822df116b7e0a462c9 -address /run/containerd/containerd.sock\n             ├─ 2084 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id fc301ac1a27cbd54b9c6ce2bfdc35c170841ed0fc08d8c995e55e671d3f43ce1 -address /run/containerd/containerd.sock\n             ├─ 2255 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id f856c92fb621e598451f7b1b4e1ff6697dee1c53ce2f3f303a16e14d498ac8eb -address /run/containerd/containerd.sock\n             ├─ 2388 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 032f56cac76bbac00582336815805daf0e700e976b356d980051d2a28e3cc9ce -address /run/containerd/containerd.sock\n             ├─ 3721 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7f9dfdb7e1da7d8de7f2170e0093be55d76a4c621b612ff0fb64b92e834a8dae -address /run/containerd/containerd.sock\n             ├─ 4608 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id bf544fa325b840fde55afed13b849d6cea454ba9903799c42bb7b315e195a21d -address /run/containerd/containerd.sock\n             ├─ 4927 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 75727ac04fb79b1d9934e3eff5296c26b6ec388cac5f4bbc8b6422a082978d6c -address /run/containerd/containerd.sock\n             ├─72737 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 54cd2f12a9353c6db0a8eea5ba86d3bc6e3bb6a2f769f581b7bd370c1f0cf8f1 -address /run/containerd/containerd.sock\n             ├─73035 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 50177d92d50a59f12b70aef531be42126f34ac349fcf73f2541dbac1e005f5ca -address /run/containerd/containerd.sock\n             ├─73520 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id b0486940b16d9dee7bc2bc3ba9a3fefef79b1f07222bb8bc421b42647f8c12bf -address /run/containerd/containerd.sock\n             ├─73813 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3c539b5a293644a0073e32b7043b49d263468270e76fc832b3b2da4db3638269 -address /run/containerd/containerd.sock\n             └─74048 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5b50f6a1f368818871f3053acce9d1a550c1f93c0bea1d01100490ed7c7fe8bb -address /run/containerd/containerd.sock\n\nDec 05 15:29:16 worker-02 containerd[919]: {\"level\":\"info\",\"time\":\"2025-12-05T07:29:16.504061Z\",\"msg\":\"excluded because it does not have istio-proxy container (have [server])\",\"pod\":\"boutique/shippingservice-7ff54bf6b6-sfcqt\"}\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.524279889+08:00\" level=info msg=\"loading plugin \\\"io.containerd.event.v1.publisher\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.event.v1\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.524346531+08:00\" level=info msg=\"loading plugin \\\"io.containerd.internal.v1.shutdown\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.internal.v1\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.524358304+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.task\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.524662200+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.pause\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.632548371+08:00\" level=info msg=\"RunPodSandbox for &PodSandboxMetadata{Name:shippingservice-7ff54bf6b6-sfcqt,Uid:a4359959-92a2-40f3-926d-631661907fce,Namespace:boutique,Attempt:0,} returns sandbox id \\\"5b50f6a1f368818871f3053acce9d1a550c1f93c0bea1d01100490ed7c7fe8bb\\\"\"\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.634783871+08:00\" level=info msg=\"CreateContainer within sandbox \\\"5b50f6a1f368818871f3053acce9d1a550c1f93c0bea1d01100490ed7c7fe8bb\\\" for container &ContainerMetadata{Name:server,Attempt:0,}\"\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.649947495+08:00\" level=info msg=\"CreateContainer within sandbox \\\"5b50f6a1f368818871f3053acce9d1a550c1f93c0bea1d01100490ed7c7fe8bb\\\" for &ContainerMetadata{Name:server,Attempt:0,} returns container id \\\"5c699282317b49f8211c991924a5e349602ce93beb450c5015bc69ef8fb27acd\\\"\"\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.650328441+08:00\" level=info msg=\"StartContainer for \\\"5c699282317b49f8211c991924a5e349602ce93beb450c5015bc69ef8fb27acd\\\"\"\nDec 05 15:29:16 worker-02 containerd[919]: time=\"2025-12-05T15:29:16.738820332+08:00\" level=info msg=\"StartContainer for \\\"5c699282317b49f8211c991924a5e349602ce93beb450c5015bc69ef8fb27acd\\\" returns successfully\""
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-02\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:29:31 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 1776 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-02 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 1776 (code=exited, status=0/SUCCESS)\n        CPU: 1min 9.195s\n\nDec 05 15:29:26 worker-02 kubelet[1776]: I1205 15:29:26.439993    1776 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-sfcqt\"\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.218871    1776 kubelet.go:2407] \"SyncLoop ADD\" source=\"api\" pods=[\"boutique/currencyservice-769fddbbdd-z2bjw\"]\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.219101    1776 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/currencyservice-769fddbbdd-z2bjw\"\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.246908    1776 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-8xvx5\\\" (UniqueName: \\\"kubernetes.io/projected/12dabcef-bf20-4c2f-8065-96659a48bdc5-kube-api-access-8xvx5\\\") pod \\\"currencyservice-769fddbbdd-z2bjw\\\" (UID: \\\"12dabcef-bf20-4c2f-8065-96659a48bdc5\\\") \" pod=\"boutique/currencyservice-769fddbbdd-z2bjw\"\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.348099    1776 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-8xvx5\\\" (UniqueName: \\\"kubernetes.io/projected/12dabcef-bf20-4c2f-8065-96659a48bdc5-kube-api-access-8xvx5\\\") pod \\\"currencyservice-769fddbbdd-z2bjw\\\" (UID: \\\"12dabcef-bf20-4c2f-8065-96659a48bdc5\\\") \" pod=\"boutique/currencyservice-769fddbbdd-z2bjw\"\nDec 05 15:29:31 worker-02 kubelet[1776]: I1205 15:29:31.356207    1776 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-8xvx5\\\" (UniqueName: \\\"kubernetes.io/projected/12dabcef-bf20-4c2f-8065-96659a48bdc5-kube-api-access-8xvx5\\\") pod \\\"currencyservice-769fddbbdd-z2bjw\\\" (UID: \\\"12dabcef-bf20-4c2f-8065-96659a48bdc5\\\") \" pod=\"boutique/currencyservice-769fddbbdd-z2bjw\"\nDec 05 15:29:31 worker-02 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:29:31 worker-02 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:29:31 worker-02 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:29:31 worker-02 systemd[1]: kubelet.service: Consumed 1min 9.195s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/34/path1.json b/golden-trajectory/boutique/infrastructure/34/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..295b1b70c69d652bb7f5492a064d2915ebeb10f2
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/34/path1.json
@@ -0,0 +1,147 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-qqxwt               1/1     Running   0          2m10s   172.20.1.43    worker-01   <none>           <none>\ncartservice-79b49f5555-9gftl             1/1     Running   0          2m10s   172.20.2.140   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-j56zc         1/1     Running   0          2m9s    172.20.2.141   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-79bm9         1/1     Running   0          2m9s    172.20.1.44    worker-01   <none>           <none>\nemailservice-c86b9b8f6-x9vd7             1/1     Running   0          62s     172.20.2.145   worker-02   <none>           <none>\nfrontend-657dd795f-lhzpp                 1/1     Running   0          2m9s    172.20.2.142   worker-02   <none>           <none>\npaymentservice-78c5996648-9fmg5          1/1     Running   0          2m9s    172.20.1.45    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-jsph7    1/1     Running   0          2m8s    172.20.2.143   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-6p4fj   1/1     Running   0          2m8s    172.20.1.46    worker-01   <none>           <none>\nredis-cart-589d486f78-ljgdm              1/1     Running   0          2m8s    172.20.2.144   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-d5qlt         1/1     Running   0          2m8s    172.20.1.47    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'svc', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    TYPE        CLUSTER-IP      EXTERNAL-IP   PORT(S)        AGE\nadservice               ClusterIP   10.68.79.119    <none>        9555/TCP       2m12s\ncartservice             ClusterIP   10.68.44.227    <none>        7070/TCP       2m12s\ncheckoutservice         ClusterIP   10.68.253.172   <none>        5050/TCP       2m11s\ncurrencyservice         ClusterIP   10.68.8.36      <none>        7000/TCP       2m11s\nemailservice            ClusterIP   10.68.215.184   <none>        5000/TCP       64s\nfrontend                ClusterIP   10.68.221.9     <none>        80/TCP         2m11s\nfrontend-external       NodePort    10.68.100.104   <none>        80:30080/TCP   2m11s\npaymentservice          ClusterIP   10.68.206.3     <none>        50051/TCP      2m11s\nproductcatalogservice   ClusterIP   10.68.31.80     <none>        3550/TCP       2m10s\nrecommendationservice   ClusterIP   10.68.142.191   <none>        8080/TCP       2m10s\nredis-cart              ClusterIP   10.68.155.34    <none>        6379/TCP       2m10s\nshippingservice         ClusterIP   10.68.96.22     <none>        50051/TCP      2m10s\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS           AGE\nadservice                                   2m27s\ncartservice             172.20.2.140:7070   2m27s\ncheckoutservice         172.20.2.141:5050   2m26s\ncurrencyservice                             2m26s\nemailservice            172.20.2.145:8080   79s\nfrontend                172.20.2.142:8080   2m26s\nfrontend-external       172.20.2.142:8080   2m26s\npaymentservice                              2m26s\nproductcatalogservice   172.20.2.143:3550   2m25s\nrecommendationservice                       2m25s\nredis-cart              172.20.2.144:6379   2m25s\nshippingservice                             2m25s\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 15:33:51 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 15:33:42 +0800   Fri, 05 Dec 2025 15:34:36 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 15:33:42 +0800   Fri, 05 Dec 2025 15:34:36 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 15:33:42 +0800   Fri, 05 Dec 2025 15:34:36 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 15:33:42 +0800   Fri, 05 Dec 2025 15:34:36 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (12 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------  ---------------  -------------  ---\n  boutique                    adservice-64ddc5c766-qqxwt                200m (2%)     300m (3%)   180Mi (1%)       300Mi (1%)     2m33s\n  boutique                    currencyservice-5c6fdf7ccb-79bm9          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    paymentservice-78c5996648-9fmg5           100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    recommendationservice-7bf5b7d9b8-6p4fj    100m (1%)     200m (2%)   220Mi (1%)       450Mi (2%)     2m31s\n  boutique                    shippingservice-7ff54bf6b6-d5qlt          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  chaosblade                  chaosblade-tool-s8w48                     0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  istio-system                istio-cni-node-bjkpf                      100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                             200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx                     100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         20d\n  kube-system                 node-local-dns-2ljtx                      25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         115d\n  monitor                     cadvisor-pscz2                            0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  monitor                     node-exporter-psg6r                       0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1025m (12%)  1100m (13%)\n  memory             1259Mi (8%)  1134Mi (7%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Normal   NodeHasSufficientPID     42m (x3 over 42m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                42m (x2 over 42m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      42m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  42m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  42m (x3 over 42m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    42m (x3 over 42m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   Starting                 42m                    kubelet          Starting kubelet.\n  Normal   Starting                 34m                    kubelet          Starting kubelet.\n  Normal   NodeAllocatableEnforced  34m                    kubelet          Updated Node Allocatable limit across pods\n  Warning  InvalidDiskCapacity      34m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeReady                34m (x2 over 34m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeHasSufficientMemory  34m (x3 over 34m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    34m (x3 over 34m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     34m (x3 over 34m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientMemory  29m (x3 over 29m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeReady                29m (x2 over 29m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      29m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  29m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 29m                    kubelet          Starting kubelet.\n  Normal   NodeHasNoDiskPressure    29m (x3 over 29m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     29m (x3 over 29m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientMemory  13m (x3 over 13m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeReady                13m (x2 over 13m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      13m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  13m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 13m                    kubelet          Starting kubelet.\n  Normal   NodeHasNoDiskPressure    13m (x3 over 13m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     13m (x3 over 13m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeAllocatableEnforced  8m37s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 8m37s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      8m37s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeHasSufficientMemory  8m37s (x3 over 8m37s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    8m37s (x3 over 8m37s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     8m37s (x3 over 8m37s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                8m37s (x2 over 8m37s)  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             95s (x8 over 75m)      node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:33:56 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 73211 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 73212 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 73212 (code=exited, status=0/SUCCESS)\n        CPU: 6.529s\n\nDec 05 15:33:49 worker-01 kubelet[73212]: I1205 15:33:49.695325   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/currencyservice-5c6fdf7ccb-79bm9\"\nDec 05 15:33:49 worker-01 kubelet[73212]: I1205 15:33:49.991018   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-qqxwt\"\nDec 05 15:33:50 worker-01 kubelet[73212]: I1205 15:33:50.154932   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/paymentservice-78c5996648-9fmg5\"\nDec 05 15:33:50 worker-01 kubelet[73212]: I1205 15:33:50.176348   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/paymentservice-78c5996648-9fmg5\"\nDec 05 15:33:50 worker-01 kubelet[73212]: I1205 15:33:50.623496   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/recommendationservice-7bf5b7d9b8-6p4fj\"\nDec 05 15:33:51 worker-01 kubelet[73212]: I1205 15:33:51.113156   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-d5qlt\"\nDec 05 15:33:55 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:33:56 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:33:56 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:33:56 worker-01 systemd[1]: kubelet.service: Consumed 6.529s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/34/path2.json b/golden-trajectory/boutique/infrastructure/34/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f1d9203ac7b3161e710a3b0a31d150818440b83
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/34/path2.json
@@ -0,0 +1,147 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-qqxwt               1/1     Running   0          2m10s   172.20.1.43    worker-01   <none>           <none>\ncartservice-79b49f5555-9gftl             1/1     Running   0          2m10s   172.20.2.140   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-j56zc         1/1     Running   0          2m9s    172.20.2.141   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-79bm9         1/1     Running   0          2m9s    172.20.1.44    worker-01   <none>           <none>\nemailservice-c86b9b8f6-x9vd7             1/1     Running   0          62s     172.20.2.145   worker-02   <none>           <none>\nfrontend-657dd795f-lhzpp                 1/1     Running   0          2m9s    172.20.2.142   worker-02   <none>           <none>\npaymentservice-78c5996648-9fmg5          1/1     Running   0          2m9s    172.20.1.45    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-jsph7    1/1     Running   0          2m8s    172.20.2.143   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-6p4fj   1/1     Running   0          2m8s    172.20.1.46    worker-01   <none>           <none>\nredis-cart-589d486f78-ljgdm              1/1     Running   0          2m8s    172.20.2.144   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-d5qlt         1/1     Running   0          2m8s    172.20.1.47    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'ep', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS           AGE\nadservice                                   2m27s\ncartservice             172.20.2.140:7070   2m27s\ncheckoutservice         172.20.2.141:5050   2m26s\ncurrencyservice                             2m26s\nemailservice            172.20.2.145:8080   79s\nfrontend                172.20.2.142:8080   2m26s\nfrontend-external       172.20.2.142:8080   2m26s\npaymentservice                              2m26s\nproductcatalogservice   172.20.2.143:3550   2m25s\nrecommendationservice                       2m25s\nredis-cart              172.20.2.144:6379   2m25s\nshippingservice                             2m25s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-c86b9b8f6-x9vd7'}",
+      "output": "Name:             emailservice-c86b9b8f6-x9vd7\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 05 Dec 2025 15:34:46 +0800\nLabels:           app=emailservice\n                  pod-template-hash=c86b9b8f6\nAnnotations:      <none>\nStatus:           Running\nIP:               172.20.2.145\nIPs:\n  IP:           172.20.2.145\nControlled By:  ReplicaSet/emailservice-c86b9b8f6\nContainers:\n  server:\n    Container ID:   containerd://d11cd119858b0754cb6cf7d4f1c02e570dbab4a352e8dba3633d985428524528\n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n    Image ID:       us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice@sha256:59558f8e668e4edec7b40a928c2368696474a8da85ef912e278f8abb3200ecbe\n    Port:           8080/TCP\n    Host Port:      0/TCP\n    State:          Running\n      Started:      Fri, 05 Dec 2025 15:34:46 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              8080\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-z68rz (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   True \n  Initialized                 True \n  Ready                       True \n  ContainersReady             True \n  PodScheduled                True \nVolumes:\n  kube-api-access-z68rz:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  63s   default-scheduler  Successfully assigned boutique/emailservice-c86b9b8f6-x9vd7 to worker-02\n  Normal  Pulled     63s   kubelet            Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\" already present on machine\n  Normal  Created    63s   kubelet            Created container server\n  Normal  Started    63s   kubelet            Started container server\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'events', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m37s       Normal    Started                pod/frontend-657dd795f-lhzpp                  Started container server\n2m37s       Normal    Created                pod/paymentservice-78c5996648-9fmg5           Created container server\n2m37s       Normal    Started                pod/paymentservice-78c5996648-9fmg5           Started container server\n2m36s       Normal    Created                pod/redis-cart-589d486f78-ljgdm               Created container redis\n2m36s       Normal    Pulled                 pod/shippingservice-7ff54bf6b6-d5qlt          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m36s       Normal    Pulled                 pod/redis-cart-589d486f78-ljgdm               Container image \"redis:alpine\" already present on machine\n2m36s       Normal    Created                pod/shippingservice-7ff54bf6b6-d5qlt          Created container server\n2m36s       Normal    Started                pod/redis-cart-589d486f78-ljgdm               Started container redis\n2m36s       Normal    Started                pod/shippingservice-7ff54bf6b6-d5qlt          Started container server\n101s        Warning   NodeNotReady           pod/paymentservice-78c5996648-9fmg5           Node is not ready\n101s        Warning   NodeNotReady           pod/adservice-64ddc5c766-qqxwt                Node is not ready\n101s        Warning   NodeNotReady           pod/currencyservice-5c6fdf7ccb-79bm9          Node is not ready\n101s        Warning   NodeNotReady           pod/recommendationservice-7bf5b7d9b8-6p4fj    Node is not ready\n101s        Warning   NodeNotReady           pod/shippingservice-7ff54bf6b6-d5qlt          Node is not ready\n91s         Normal    Created                pod/emailservice-c86b9b8f6-x9vd7              Created container server\n91s         Normal    Started                pod/emailservice-c86b9b8f6-x9vd7              Started container server\n91s         Normal    Pulled                 pod/emailservice-c86b9b8f6-x9vd7              Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\" already present on machine\n91s         Warning   FailedCreate           replicaset/emailservice-c86b9b8f6             Error creating: pods \"emailservice-c86b9b8f6-\" is forbidden: error looking up service account boutique/emailservice: serviceaccount \"emailservice\" not found\n91s         Normal    SuccessfulCreate       replicaset/emailservice-c86b9b8f6             Created pod: emailservice-c86b9b8f6-x9vd7\n91s         Normal    ScalingReplicaSet      deployment/emailservice                       Scaled up replica set emailservice-c86b9b8f6 to 1\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:33:56 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 73211 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 73212 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 73212 (code=exited, status=0/SUCCESS)\n        CPU: 6.529s\n\nDec 05 15:33:49 worker-01 kubelet[73212]: I1205 15:33:49.695325   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/currencyservice-5c6fdf7ccb-79bm9\"\nDec 05 15:33:49 worker-01 kubelet[73212]: I1205 15:33:49.991018   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-qqxwt\"\nDec 05 15:33:50 worker-01 kubelet[73212]: I1205 15:33:50.154932   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/paymentservice-78c5996648-9fmg5\"\nDec 05 15:33:50 worker-01 kubelet[73212]: I1205 15:33:50.176348   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/paymentservice-78c5996648-9fmg5\"\nDec 05 15:33:50 worker-01 kubelet[73212]: I1205 15:33:50.623496   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/recommendationservice-7bf5b7d9b8-6p4fj\"\nDec 05 15:33:51 worker-01 kubelet[73212]: I1205 15:33:51.113156   73212 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-d5qlt\"\nDec 05 15:33:55 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:33:56 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:33:56 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:33:56 worker-01 systemd[1]: kubelet.service: Consumed 6.529s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/35/path1.json b/golden-trajectory/boutique/infrastructure/35/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..93ac02686a60c8fa4b824294ee4a07d5b955c242
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/35/path1.json
@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-t9b4p               1/1     Running   0          2m9s   172.20.1.48    worker-01   <none>           <none>\ncartservice-79b49f5555-n4cr4             1/1     Running   0          2m9s   172.20.2.146   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-bknmz         1/1     Running   0          2m9s   172.20.1.49    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-dmgpg         1/1     Running   0          2m8s   172.20.2.147   worker-02   <none>           <none>\nemailservice-c86b9b8f6-j66fh             1/1     Running   0          2m8s   172.20.1.50    worker-01   <none>           <none>\nfrontend-55c88c6544-7rvkn                0/1     Pending   0          62s    <none>         <none>      <none>           <none>\npaymentservice-78c5996648-mdnzc          1/1     Running   0          2m8s   172.20.2.148   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-xqbj9    1/1     Running   0          2m8s   172.20.1.51    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-m7p8k   1/1     Running   0          2m7s   172.20.2.149   worker-02   <none>           <none>\nredis-cart-589d486f78-nzz6n              1/1     Running   0          2m7s   172.20.2.150   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-7b6wr         1/1     Running   0          2m7s   172.20.1.52    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-55c88c6544-7rvkn'}",
+      "output": "Name:             frontend-55c88c6544-7rvkn\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=55c88c6544\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-55c88c6544\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                             8080\n      PRODUCT_CATALOG_SERVICE_ADDR:     productcatalogservice:3550\n      CURRENCY_SERVICE_ADDR:            currencyservice:7000\n      CART_SERVICE_ADDR:                cartservice:7070\n      RECOMMENDATION_SERVICE_ADDR:      recommendationservice:8080\n      SHIPPING_SERVICE_ADDR:            shippingservice:50051\n      CHECKOUT_SERVICE_ADDR:            checkoutservice:5050\n      AD_SERVICE_ADDR:                  adservice:9555\n      SHOPPING_ASSISTANT_SERVICE_ADDR:  shoppingassistantservice:80\n      ENABLE_PROFILER:                  0\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-q5qlw (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-q5qlw:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  63s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   115d   v1.31.2\nworker-01   NotReady                   node     115d   v1.31.2\nworker-02   Ready                      node     115d   v1.31.2\nworker-03   Ready                      node     115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 15:38:47 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 15:38:37 +0800   Fri, 05 Dec 2025 15:39:31 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 15:38:37 +0800   Fri, 05 Dec 2025 15:39:31 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 15:38:37 +0800   Fri, 05 Dec 2025 15:39:31 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 15:38:37 +0800   Fri, 05 Dec 2025 15:39:31 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (12 in total)\n  Namespace                   Name                                     CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                     ------------  ----------  ---------------  -------------  ---\n  boutique                    adservice-64ddc5c766-t9b4p               200m (2%)     300m (3%)   180Mi (1%)       300Mi (1%)     2m33s\n  boutique                    checkoutservice-8445f8b6cb-bknmz         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    emailservice-c86b9b8f6-j66fh             100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    productcatalogservice-ddb46fc86-xqbj9    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    shippingservice-7ff54bf6b6-7b6wr         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  chaosblade                  chaosblade-tool-s8w48                    0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  istio-system                istio-cni-node-bjkpf                     100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                            200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx                    100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         20d\n  kube-system                 node-local-dns-2ljtx                     25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         115d\n  monitor                     cadvisor-pscz2                           0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  monitor                     node-exporter-psg6r                      0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1025m (12%)  1100m (13%)\n  memory             1103Mi (7%)  812Mi (5%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Normal   NodeHasSufficientPID     47m (x3 over 47m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                47m (x2 over 47m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      47m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  47m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  47m (x3 over 47m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    47m (x3 over 47m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   Starting                 47m                    kubelet          Starting kubelet.\n  Normal   Starting                 39m                    kubelet          Starting kubelet.\n  Normal   NodeAllocatableEnforced  39m                    kubelet          Updated Node Allocatable limit across pods\n  Warning  InvalidDiskCapacity      39m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeReady                39m (x2 over 39m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeHasSufficientMemory  39m (x3 over 39m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    39m (x3 over 39m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     39m (x3 over 39m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientPID     34m (x3 over 34m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                34m (x2 over 34m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      34m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  34m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  34m (x3 over 34m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    34m (x3 over 34m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   Starting                 34m                    kubelet          Starting kubelet.\n  Normal   NodeHasSufficientPID     18m (x3 over 18m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                18m (x2 over 18m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      18m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  18m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  18m (x3 over 18m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    18m (x3 over 18m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   Starting                 18m                    kubelet          Starting kubelet.\n  Normal   NodeReady                13m (x2 over 13m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 13m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      13m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  13m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  13m (x3 over 13m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    13m (x3 over 13m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     13m (x3 over 13m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeAllocatableEnforced  4m35s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 4m35s                  kubelet          Starting kubelet.\n  Normal   NodeHasSufficientMemory  4m35s (x3 over 4m35s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    4m35s (x3 over 4m35s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     4m35s (x3 over 4m35s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                4m35s (x2 over 4m35s)  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             98s (x9 over 80m)      node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:38:53 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 86795 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 86796 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 86796 (code=exited, status=0/SUCCESS)\n        CPU: 2.512s\n\nDec 05 15:38:47 worker-01 kubelet[86796]: I1205 15:38:47.504558   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-t9b4p\"\nDec 05 15:38:47 worker-01 kubelet[86796]: I1205 15:38:47.652234   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/emailservice-c86b9b8f6-j66fh\"\nDec 05 15:38:48 worker-01 kubelet[86796]: I1205 15:38:48.151046   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/productcatalogservice-ddb46fc86-xqbj9\"\nDec 05 15:38:48 worker-01 kubelet[86796]: I1205 15:38:48.798115   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/shippingservice-7ff54bf6b6-7b6wr\"\nDec 05 15:38:48 worker-01 kubelet[86796]: I1205 15:38:48.799439   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-7b6wr\"\nDec 05 15:38:53 worker-01 kubelet[86796]: I1205 15:38:53.684414   86796 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 15:38:53 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:38:53 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:38:53 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:38:53 worker-01 systemd[1]: kubelet.service: Consumed 2.512s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/35/path2.json b/golden-trajectory/boutique/infrastructure/35/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea6cd11d1380f4464a53052716259bac8fb3958f
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/35/path2.json
@@ -0,0 +1,141 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "GetResources",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-t9b4p               1/1     Running   0          2m9s   172.20.1.48    worker-01   <none>           <none>\ncartservice-79b49f5555-n4cr4             1/1     Running   0          2m9s   172.20.2.146   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-bknmz         1/1     Running   0          2m9s   172.20.1.49    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-dmgpg         1/1     Running   0          2m8s   172.20.2.147   worker-02   <none>           <none>\nemailservice-c86b9b8f6-j66fh             1/1     Running   0          2m8s   172.20.1.50    worker-01   <none>           <none>\nfrontend-55c88c6544-7rvkn                0/1     Pending   0          62s    <none>         <none>      <none>           <none>\npaymentservice-78c5996648-mdnzc          1/1     Running   0          2m8s   172.20.2.148   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-xqbj9    1/1     Running   0          2m8s   172.20.1.51    worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-m7p8k   1/1     Running   0          2m7s   172.20.2.149   worker-02   <none>           <none>\nredis-cart-589d486f78-nzz6n              1/1     Running   0          2m7s   172.20.2.150   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-7b6wr         1/1     Running   0          2m7s   172.20.1.52    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-55c88c6544-7rvkn'}",
+      "output": "Name:             frontend-55c88c6544-7rvkn\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=55c88c6544\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-55c88c6544\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  http-get http://:8080/_healthz delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                             8080\n      PRODUCT_CATALOG_SERVICE_ADDR:     productcatalogservice:3550\n      CURRENCY_SERVICE_ADDR:            currencyservice:7000\n      CART_SERVICE_ADDR:                cartservice:7070\n      RECOMMENDATION_SERVICE_ADDR:      recommendationservice:8080\n      SHIPPING_SERVICE_ADDR:            shippingservice:50051\n      CHECKOUT_SERVICE_ADDR:            checkoutservice:5050\n      AD_SERVICE_ADDR:                  adservice:9555\n      SHOPPING_ASSISTANT_SERVICE_ADDR:  shoppingassistantservice:80\n      ENABLE_PROFILER:                  0\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-q5qlw (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-q5qlw:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  63s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'endpoint', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                    ENDPOINTS            AGE\nadservice                                    2m27s\ncartservice             172.20.2.146:7070    2m27s\ncheckoutservice                              2m27s\ncurrencyservice         172.20.2.147:7000    2m26s\nemailservice                                 2m26s\nfrontend                <none>               80s\nfrontend-external       <none>               79s\npaymentservice          172.20.2.148:50051   2m26s\nproductcatalogservice                        2m26s\nrecommendationservice   172.20.2.149:8080    2m26s\nredis-cart              172.20.2.150:6379    2m25s\nshippingservice                              2m25s\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:38:53 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 86795 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 86796 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 86796 (code=exited, status=0/SUCCESS)\n        CPU: 2.512s\n\nDec 05 15:38:47 worker-01 kubelet[86796]: I1205 15:38:47.504558   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-t9b4p\"\nDec 05 15:38:47 worker-01 kubelet[86796]: I1205 15:38:47.652234   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/emailservice-c86b9b8f6-j66fh\"\nDec 05 15:38:48 worker-01 kubelet[86796]: I1205 15:38:48.151046   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/productcatalogservice-ddb46fc86-xqbj9\"\nDec 05 15:38:48 worker-01 kubelet[86796]: I1205 15:38:48.798115   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/shippingservice-7ff54bf6b6-7b6wr\"\nDec 05 15:38:48 worker-01 kubelet[86796]: I1205 15:38:48.799439   86796 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-7b6wr\"\nDec 05 15:38:53 worker-01 kubelet[86796]: I1205 15:38:53.684414   86796 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 15:38:53 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:38:53 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:38:53 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:38:53 worker-01 systemd[1]: kubelet.service: Consumed 2.512s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/36/path1.json b/golden-trajectory/boutique/infrastructure/36/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..33dac07b6ada6bfc7cb9ebc902170117b0591594
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/36/path1.json
@@ -0,0 +1,153 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 7,
+    "total_trace_steps": 7,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-t7n9f               1/1     Running   0          2m9s   172.20.1.53    worker-01   <none>           <none>\ncartservice-79b49f5555-xpbhq             1/1     Running   0          2m9s   172.20.2.151   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-j22c9         1/1     Running   0          2m9s   172.20.2.152   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-djqwt         1/1     Running   0          2m9s   172.20.1.54    worker-01   <none>           <none>\nemailservice-c86b9b8f6-8hrnj             1/1     Running   0          2m9s   172.20.2.153   worker-02   <none>           <none>\nfrontend-657dd795f-rgdjn                 1/1     Running   0          2m8s   172.20.1.55    worker-01   <none>           <none>\npaymentservice-5668cc5547-fzd74          0/1     Pending   0          62s    <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-sxnkd    1/1     Running   0          2m8s   172.20.2.154   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-t867t   1/1     Running   0          2m8s   172.20.1.56    worker-01   <none>           <none>\nredis-cart-589d486f78-fccc9              1/1     Running   0          2m8s   172.20.2.155   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-krhxn         1/1     Running   0          2m8s   172.20.1.57    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-5668cc5547-fzd74'}",
+      "output": "Name:             paymentservice-5668cc5547-fzd74\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=5668cc5547\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-5668cc5547\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-mqwc8 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-mqwc8:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  63s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      nodeSelector:\n        kubernetes.io/hostname: worker-01\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01', show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS     ROLES   AGE    VERSION\nworker-01   NotReady   node    115d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 15:43:34 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 15:43:34 +0800   Fri, 05 Dec 2025 15:44:16 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 15:43:34 +0800   Fri, 05 Dec 2025 15:44:16 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 15:43:34 +0800   Fri, 05 Dec 2025 15:44:16 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 15:43:34 +0800   Fri, 05 Dec 2025 15:44:16 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (12 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------  ---------------  -------------  ---\n  boutique                    adservice-64ddc5c766-t7n9f                200m (2%)     300m (3%)   180Mi (1%)       300Mi (1%)     2m32s\n  boutique                    currencyservice-5c6fdf7ccb-djqwt          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    frontend-657dd795f-rgdjn                  100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  boutique                    recommendationservice-7bf5b7d9b8-t867t    100m (1%)     200m (2%)   220Mi (1%)       450Mi (2%)     2m31s\n  boutique                    shippingservice-7ff54bf6b6-krhxn          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  chaosblade                  chaosblade-tool-s8w48                     0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  istio-system                istio-cni-node-bjkpf                      100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                             200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx                     100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         20d\n  kube-system                 node-local-dns-2ljtx                      25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         115d\n  monitor                     cadvisor-pscz2                            0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  monitor                     node-exporter-psg6r                       0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1025m (12%)  1100m (13%)\n  memory             1259Mi (8%)  1134Mi (7%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Normal   NodeReady                51m (x2 over 51m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 51m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      51m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  51m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     51m (x3 over 51m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeAllocatableEnforced  44m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 44m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      44m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeReady                44m (x2 over 44m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeHasSufficientMemory  44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                39m (x2 over 39m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 39m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      39m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  39m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  39m (x3 over 39m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    39m (x3 over 39m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     39m (x3 over 39m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeAllocatableEnforced  23m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeReady                23m (x2 over 23m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      23m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   Starting                 23m                    kubelet          Starting kubelet.\n  Normal   NodeHasSufficientMemory  23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientPID     18m (x3 over 18m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Warning  InvalidDiskCapacity      18m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  18m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  18m (x3 over 18m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    18m (x3 over 18m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   Starting                 18m                    kubelet          Starting kubelet.\n  Normal   NodeReady                18m (x2 over 18m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeReady                9m20s (x2 over 9m20s)  kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 9m20s                  kubelet          Starting kubelet.\n  Normal   NodeAllocatableEnforced  9m20s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  9m20s (x3 over 9m20s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    9m20s (x3 over 9m20s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     9m20s (x3 over 9m20s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeAllocatableEnforced  4m23s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 4m23s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      4m23s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeHasSufficientMemory  4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                4m22s (x2 over 4m22s)  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             98s (x10 over 84m)     node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:43:39 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 93935 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 93936 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 93936 (code=exited, status=0/SUCCESS)\n        CPU: 2.297s\n\nDec 05 15:43:32 worker-01 kubelet[93936]: I1205 15:43:32.930051   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/currencyservice-5c6fdf7ccb-djqwt\"\nDec 05 15:43:33 worker-01 kubelet[93936]: I1205 15:43:33.137079   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-t7n9f\"\nDec 05 15:43:33 worker-01 kubelet[93936]: I1205 15:43:33.333886   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/frontend-657dd795f-rgdjn\"\nDec 05 15:43:33 worker-01 kubelet[93936]: I1205 15:43:33.739686   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/recommendationservice-7bf5b7d9b8-t867t\"\nDec 05 15:43:34 worker-01 kubelet[93936]: I1205 15:43:34.183147   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/shippingservice-7ff54bf6b6-krhxn\"\nDec 05 15:43:34 worker-01 kubelet[93936]: I1205 15:43:34.184493   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-krhxn\"\nDec 05 15:43:39 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:43:39 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:43:39 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:43:39 worker-01 systemd[1]: kubelet.service: Consumed 2.297s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/36/path2.json b/golden-trajectory/boutique/infrastructure/36/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f43adf688d17f64434449d0420bb3b0e1e06163
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/36/path2.json
@@ -0,0 +1,141 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "GetAppYAML",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-t7n9f               1/1     Running   0          2m9s   172.20.1.53    worker-01   <none>           <none>\ncartservice-79b49f5555-xpbhq             1/1     Running   0          2m9s   172.20.2.151   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-j22c9         1/1     Running   0          2m9s   172.20.2.152   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-djqwt         1/1     Running   0          2m9s   172.20.1.54    worker-01   <none>           <none>\nemailservice-c86b9b8f6-8hrnj             1/1     Running   0          2m9s   172.20.2.153   worker-02   <none>           <none>\nfrontend-657dd795f-rgdjn                 1/1     Running   0          2m8s   172.20.1.55    worker-01   <none>           <none>\npaymentservice-5668cc5547-fzd74          0/1     Pending   0          62s    <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-sxnkd    1/1     Running   0          2m8s   172.20.2.154   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-t867t   1/1     Running   0          2m8s   172.20.1.56    worker-01   <none>           <none>\nredis-cart-589d486f78-fccc9              1/1     Running   0          2m8s   172.20.2.155   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-krhxn         1/1     Running   0          2m8s   172.20.1.57    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-5668cc5547-fzd74'}",
+      "output": "Name:             paymentservice-5668cc5547-fzd74\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=5668cc5547\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-5668cc5547\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-mqwc8 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-mqwc8:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  63s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      nodeSelector:\n        kubernetes.io/hostname: worker-01\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:43:39 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 93935 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 93936 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 93936 (code=exited, status=0/SUCCESS)\n        CPU: 2.297s\n\nDec 05 15:43:32 worker-01 kubelet[93936]: I1205 15:43:32.930051   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/currencyservice-5c6fdf7ccb-djqwt\"\nDec 05 15:43:33 worker-01 kubelet[93936]: I1205 15:43:33.137079   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-t7n9f\"\nDec 05 15:43:33 worker-01 kubelet[93936]: I1205 15:43:33.333886   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/frontend-657dd795f-rgdjn\"\nDec 05 15:43:33 worker-01 kubelet[93936]: I1205 15:43:33.739686   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/recommendationservice-7bf5b7d9b8-t867t\"\nDec 05 15:43:34 worker-01 kubelet[93936]: I1205 15:43:34.183147   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/shippingservice-7ff54bf6b6-krhxn\"\nDec 05 15:43:34 worker-01 kubelet[93936]: I1205 15:43:34.184493   93936 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-krhxn\"\nDec 05 15:43:39 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:43:39 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:43:39 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:43:39 worker-01 systemd[1]: kubelet.service: Consumed 2.297s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/37/path1.json b/golden-trajectory/boutique/infrastructure/37/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa357d4f08a39bb4813466c5f09a143851729c39
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/37/path1.json
@@ -0,0 +1,147 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-q5ss8               1/1     Running   0          2m9s   172.20.2.156   worker-02   <none>           <none>\ncartservice-79b49f5555-kr8xw             1/1     Running   0          2m9s   172.20.1.58    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-jwsfn         1/1     Running   0          2m9s   172.20.1.59    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-lh4sl         1/1     Running   0          2m9s   172.20.2.157   worker-02   <none>           <none>\nemailservice-c86b9b8f6-dz9jm             1/1     Running   0          2m9s   172.20.2.158   worker-02   <none>           <none>\nfrontend-657dd795f-jbcgs                 1/1     Running   0          2m8s   172.20.1.60    worker-01   <none>           <none>\npaymentservice-78c5996648-vrhk7          1/1     Running   0          2m8s   172.20.2.159   worker-02   <none>           <none>\nproductcatalogservice-84d997fd97-kzfpn   0/1     Pending   0          62s    <none>         <none>      <none>           <none>\nrecommendationservice-7bf5b7d9b8-s2ftz   1/1     Running   0          2m8s   172.20.1.61    worker-01   <none>           <none>\nredis-cart-589d486f78-cv249              1/1     Running   0          2m7s   172.20.1.62    worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-gsskn         1/1     Running   0          2m7s   172.20.2.160   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-84d997fd97-kzfpn'}",
+      "output": "Name:             productcatalogservice-84d997fd97-kzfpn\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=84d997fd97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-84d997fd97\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\n    Port:       3550/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:3550  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:3550  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              3550\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-qqgr5 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-qqgr5:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  63s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01', show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS     ROLES   AGE    VERSION\nworker-01   NotReady   node    116d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 15:48:19 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 15:48:19 +0800   Fri, 05 Dec 2025 15:49:01 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 15:48:19 +0800   Fri, 05 Dec 2025 15:49:01 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 15:48:19 +0800   Fri, 05 Dec 2025 15:49:01 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 15:48:19 +0800   Fri, 05 Dec 2025 15:49:01 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (12 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------  ---------------  -------------  ---\n  boutique                    cartservice-79b49f5555-kr8xw              200m (2%)     300m (3%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    checkoutservice-8445f8b6cb-jwsfn          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    frontend-657dd795f-jbcgs                  100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    recommendationservice-7bf5b7d9b8-s2ftz    100m (1%)     200m (2%)   220Mi (1%)       450Mi (2%)     2m32s\n  boutique                    redis-cart-589d486f78-cv249               100m (1%)     200m (2%)   128Mi (0%)       256Mi (1%)     2m31s\n  chaosblade                  chaosblade-tool-s8w48                     0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  istio-system                istio-cni-node-bjkpf                      100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                             200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx                     100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         20d\n  kube-system                 node-local-dns-2ljtx                      25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         116d\n  monitor                     cadvisor-pscz2                            0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  monitor                     node-exporter-psg6r                       0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1025m (12%)  1100m (13%)\n  memory             1207Mi (7%)  1090Mi (7%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Normal   Starting                 56m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      56m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  56m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  56m (x3 over 56m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    56m (x3 over 56m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     56m (x3 over 56m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                56m (x2 over 56m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 48m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      48m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  48m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  48m (x3 over 48m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    48m (x3 over 48m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     48m (x3 over 48m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                48m (x2 over 48m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 44m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      44m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  44m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                44m (x2 over 44m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 28m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      28m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  28m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  28m (x3 over 28m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    28m (x3 over 28m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     28m (x3 over 28m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                28m (x2 over 28m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 23m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      23m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  23m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                23m (x2 over 23m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 14m                    kubelet          Starting kubelet.\n  Normal   NodeAllocatableEnforced  14m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  14m (x3 over 14m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    14m (x3 over 14m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     14m (x3 over 14m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                14m (x2 over 14m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 9m8s                   kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      9m8s                   kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  9m8s                   kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  9m7s (x3 over 9m7s)    kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    9m7s (x3 over 9m7s)    kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     9m7s (x3 over 9m7s)    kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                9m7s (x2 over 9m7s)    kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 4m22s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      4m22s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  4m22s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                4m22s (x2 over 4m22s)  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             98s (x11 over 89m)     node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:48:23 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 100876 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 100877 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 100877 (code=exited, status=0/SUCCESS)\n        CPU: 2.267s\n\nDec 05 15:48:08 worker-01 kubelet[100877]: I1205 15:48:08.711454  100877 pod_startup_latency_tracker.go:104] \"Observed pod startup duration\" pod=\"boutique/redis-cart-589d486f78-cv249\" podStartSLOduration=0.711449404 podStartE2EDuration=\"711.449404ms\" podCreationTimestamp=\"2025-12-05 15:48:08 +0800 CST\" firstStartedPulling=\"0001-01-01 00:00:00 +0000 UTC\" lastFinishedPulling=\"0001-01-01 00:00:00 +0000 UTC\" observedRunningTime=\"2025-12-05 15:48:08.702535675 +0800 CST m=+111.301077530\" watchObservedRunningTime=\"2025-12-05 15:48:08.711449404 +0800 CST m=+111.309991260\"\nDec 05 15:48:16 worker-01 kubelet[100877]: I1205 15:48:16.904500  100877 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/checkoutservice-8445f8b6cb-jwsfn\"\nDec 05 15:48:16 worker-01 kubelet[100877]: I1205 15:48:16.915939  100877 pod_startup_latency_tracker.go:104] \"Observed pod startup duration\" pod=\"boutique/frontend-657dd795f-jbcgs\" podStartSLOduration=9.915925991 podStartE2EDuration=\"9.915925991s\" podCreationTimestamp=\"2025-12-05 15:48:07 +0800 CST\" firstStartedPulling=\"0001-01-01 00:00:00 +0000 UTC\" lastFinishedPulling=\"0001-01-01 00:00:00 +0000 UTC\" observedRunningTime=\"2025-12-05 15:48:08.719855425 +0800 CST m=+111.318397281\" watchObservedRunningTime=\"2025-12-05 15:48:16.915925991 +0800 CST m=+119.514467846\"\nDec 05 15:48:17 worker-01 kubelet[100877]: I1205 15:48:17.621728  100877 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/frontend-657dd795f-jbcgs\"\nDec 05 15:48:18 worker-01 kubelet[100877]: I1205 15:48:18.027314  100877 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/recommendationservice-7bf5b7d9b8-s2ftz\"\nDec 05 15:48:18 worker-01 kubelet[100877]: I1205 15:48:18.319431  100877 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/redis-cart-589d486f78-cv249\"\nDec 05 15:48:23 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:48:23 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:48:23 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:48:23 worker-01 systemd[1]: kubelet.service: Consumed 2.267s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/37/path2.json b/golden-trajectory/boutique/infrastructure/37/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e593ae3c05e26937e3688bd5c2094ddb9889054
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/37/path2.json
@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-q5ss8               1/1     Running   0          2m9s   172.20.2.156   worker-02   <none>           <none>\ncartservice-79b49f5555-kr8xw             1/1     Running   0          2m9s   172.20.1.58    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-jwsfn         1/1     Running   0          2m9s   172.20.1.59    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-lh4sl         1/1     Running   0          2m9s   172.20.2.157   worker-02   <none>           <none>\nemailservice-c86b9b8f6-dz9jm             1/1     Running   0          2m9s   172.20.2.158   worker-02   <none>           <none>\nfrontend-657dd795f-jbcgs                 1/1     Running   0          2m8s   172.20.1.60    worker-01   <none>           <none>\npaymentservice-78c5996648-vrhk7          1/1     Running   0          2m8s   172.20.2.159   worker-02   <none>           <none>\nproductcatalogservice-84d997fd97-kzfpn   0/1     Pending   0          62s    <none>         <none>      <none>           <none>\nrecommendationservice-7bf5b7d9b8-s2ftz   1/1     Running   0          2m8s   172.20.1.61    worker-01   <none>           <none>\nredis-cart-589d486f78-cv249              1/1     Running   0          2m7s   172.20.1.62    worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-gsskn         1/1     Running   0          2m7s   172.20.2.160   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-84d997fd97-kzfpn'}",
+      "output": "Name:             productcatalogservice-84d997fd97-kzfpn\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=84d997fd97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-84d997fd97\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\n    Port:       3550/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:3550  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:3550  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              3550\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-qqgr5 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-qqgr5:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  63s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   116d   v1.31.2\nworker-01   NotReady                   node     116d   v1.31.2\nworker-02   Ready                      node     116d   v1.31.2\nworker-03   Ready                      node     116d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 15:48:19 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 15:48:19 +0800   Fri, 05 Dec 2025 15:49:01 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 15:48:19 +0800   Fri, 05 Dec 2025 15:49:01 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 15:48:19 +0800   Fri, 05 Dec 2025 15:49:01 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 15:48:19 +0800   Fri, 05 Dec 2025 15:49:01 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (12 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------  ---------------  -------------  ---\n  boutique                    cartservice-79b49f5555-kr8xw              200m (2%)     300m (3%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    checkoutservice-8445f8b6cb-jwsfn          100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    frontend-657dd795f-jbcgs                  100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    recommendationservice-7bf5b7d9b8-s2ftz    100m (1%)     200m (2%)   220Mi (1%)       450Mi (2%)     2m32s\n  boutique                    redis-cart-589d486f78-cv249               100m (1%)     200m (2%)   128Mi (0%)       256Mi (1%)     2m31s\n  chaosblade                  chaosblade-tool-s8w48                     0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  istio-system                istio-cni-node-bjkpf                      100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                             200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx                     100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         20d\n  kube-system                 node-local-dns-2ljtx                      25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         116d\n  monitor                     cadvisor-pscz2                            0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  monitor                     node-exporter-psg6r                       0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1025m (12%)  1100m (13%)\n  memory             1207Mi (7%)  1090Mi (7%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Normal   Starting                 56m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      56m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  56m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  56m (x3 over 56m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    56m (x3 over 56m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     56m (x3 over 56m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                56m (x2 over 56m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 48m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      48m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  48m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  48m (x3 over 48m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    48m (x3 over 48m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     48m (x3 over 48m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                48m (x2 over 48m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 44m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      44m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  44m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     44m (x3 over 44m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                44m (x2 over 44m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 28m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      28m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  28m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  28m (x3 over 28m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    28m (x3 over 28m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     28m (x3 over 28m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                28m (x2 over 28m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 23m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      23m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  23m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     23m (x3 over 23m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                23m (x2 over 23m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 14m                    kubelet          Starting kubelet.\n  Normal   NodeAllocatableEnforced  14m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  14m (x3 over 14m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    14m (x3 over 14m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     14m (x3 over 14m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                14m (x2 over 14m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 9m8s                   kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      9m8s                   kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  9m8s                   kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  9m7s (x3 over 9m7s)    kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    9m7s (x3 over 9m7s)    kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     9m7s (x3 over 9m7s)    kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                9m7s (x2 over 9m7s)    kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 4m22s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      4m22s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  4m22s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     4m22s (x3 over 4m22s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                4m22s (x2 over 4m22s)  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             98s (x11 over 89m)     node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 15:48:23 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 100876 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 100877 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 100877 (code=exited, status=0/SUCCESS)\n        CPU: 2.267s\n\nDec 05 15:48:08 worker-01 kubelet[100877]: I1205 15:48:08.711454  100877 pod_startup_latency_tracker.go:104] \"Observed pod startup duration\" pod=\"boutique/redis-cart-589d486f78-cv249\" podStartSLOduration=0.711449404 podStartE2EDuration=\"711.449404ms\" podCreationTimestamp=\"2025-12-05 15:48:08 +0800 CST\" firstStartedPulling=\"0001-01-01 00:00:00 +0000 UTC\" lastFinishedPulling=\"0001-01-01 00:00:00 +0000 UTC\" observedRunningTime=\"2025-12-05 15:48:08.702535675 +0800 CST m=+111.301077530\" watchObservedRunningTime=\"2025-12-05 15:48:08.711449404 +0800 CST m=+111.309991260\"\nDec 05 15:48:16 worker-01 kubelet[100877]: I1205 15:48:16.904500  100877 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/checkoutservice-8445f8b6cb-jwsfn\"\nDec 05 15:48:16 worker-01 kubelet[100877]: I1205 15:48:16.915939  100877 pod_startup_latency_tracker.go:104] \"Observed pod startup duration\" pod=\"boutique/frontend-657dd795f-jbcgs\" podStartSLOduration=9.915925991 podStartE2EDuration=\"9.915925991s\" podCreationTimestamp=\"2025-12-05 15:48:07 +0800 CST\" firstStartedPulling=\"0001-01-01 00:00:00 +0000 UTC\" lastFinishedPulling=\"0001-01-01 00:00:00 +0000 UTC\" observedRunningTime=\"2025-12-05 15:48:08.719855425 +0800 CST m=+111.318397281\" watchObservedRunningTime=\"2025-12-05 15:48:16.915925991 +0800 CST m=+119.514467846\"\nDec 05 15:48:17 worker-01 kubelet[100877]: I1205 15:48:17.621728  100877 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/frontend-657dd795f-jbcgs\"\nDec 05 15:48:18 worker-01 kubelet[100877]: I1205 15:48:18.027314  100877 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/recommendationservice-7bf5b7d9b8-s2ftz\"\nDec 05 15:48:18 worker-01 kubelet[100877]: I1205 15:48:18.319431  100877 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/redis-cart-589d486f78-cv249\"\nDec 05 15:48:23 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 15:48:23 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 15:48:23 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 15:48:23 worker-01 systemd[1]: kubelet.service: Consumed 2.267s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/38/path1.json b/golden-trajectory/boutique/infrastructure/38/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..a16f06ad04b2b3b7f11ed0820d6c6655b9c92bd8
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/38/path1.json
@@ -0,0 +1,147 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus",
+      "GetAppYAML",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-ftmp7               1/1     Running   0          2m9s   172.20.1.63    worker-01   <none>           <none>\ncartservice-79b49f5555-wxv6q             1/1     Running   0          2m9s   172.20.2.161   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-7gxlm         1/1     Running   0          2m9s   172.20.2.162   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-94kcj         1/1     Running   0          2m9s   172.20.1.64    worker-01   <none>           <none>\nemailservice-c86b9b8f6-dm5wx             1/1     Running   0          2m9s   172.20.2.163   worker-02   <none>           <none>\nfrontend-657dd795f-hsg48                 1/1     Running   0          2m8s   172.20.1.65    worker-01   <none>           <none>\npaymentservice-78c5996648-s8zzc          1/1     Running   0          2m8s   172.20.1.66    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-7ndzp    1/1     Running   0          2m8s   172.20.2.164   worker-02   <none>           <none>\nrecommendationservice-7df56b7d59-m8hmq   0/1     Pending   0          62s    <none>         <none>      <none>           <none>\nredis-cart-589d486f78-jncjt              1/1     Running   0          2m8s   172.20.2.165   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-fkq79         1/1     Running   0          2m7s   172.20.1.67    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-7df56b7d59-m8hmq'}",
+      "output": "Name:             recommendationservice-7df56b7d59-m8hmq\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=7df56b7d59\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-7df56b7d59\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  450Mi\n    Requests:\n      cpu:      100m\n      memory:   220Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          8080\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      DISABLE_PROFILER:              1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9bhvp (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-9bhvp:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  64s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'master', service_name: 'kube-scheduler'}",
+      "output": "Service: kube-scheduler\nNode: master\nStatus: ● kube-scheduler.service - Kubernetes Scheduler\n     Loaded: loaded (/etc/systemd/system/kube-scheduler.service; enabled; vendor preset: enabled)\n     Active: active (running) since Fri 2025-12-05 14:11:51 CST; 2h 5min ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n   Main PID: 822 (kube-scheduler)\n      Tasks: 13 (limit: 18592)\n     Memory: 73.5M\n        CPU: 12.054s\n     CGroup: /system.slice/kube-scheduler.service\n             └─822 /opt/kube/bin/kube-scheduler --authentication-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --authorization-kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --bind-address=0.0.0.0 --kubeconfig=/etc/kubernetes/kube-scheduler.kubeconfig --leader-elect=true --v=2\n\nDec 05 16:14:57 master kube-scheduler[822]: I1205 16:14:57.364231     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/cartservice-79b49f5555-wxv6q\" node=\"worker-02\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:14:57 master kube-scheduler[822]: I1205 16:14:57.575414     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/checkoutservice-8445f8b6cb-7gxlm\" node=\"worker-02\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:14:57 master kube-scheduler[822]: I1205 16:14:57.770045     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/currencyservice-5c6fdf7ccb-94kcj\" node=\"worker-01\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:14:57 master kube-scheduler[822]: I1205 16:14:57.977932     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/emailservice-c86b9b8f6-dm5wx\" node=\"worker-02\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:14:58 master kube-scheduler[822]: I1205 16:14:58.217257     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/frontend-657dd795f-hsg48\" node=\"worker-01\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:14:58 master kube-scheduler[822]: I1205 16:14:58.450820     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/paymentservice-78c5996648-s8zzc\" node=\"worker-01\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:14:58 master kube-scheduler[822]: I1205 16:14:58.806503     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/productcatalogservice-ddb46fc86-7ndzp\" node=\"worker-02\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:14:59 master kube-scheduler[822]: I1205 16:14:59.002557     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/redis-cart-589d486f78-jncjt\" node=\"worker-02\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:14:59 master kube-scheduler[822]: I1205 16:14:59.249247     822 schedule_one.go:314] \"Successfully bound pod to node\" pod=\"boutique/shippingservice-7ff54bf6b6-fkq79\" node=\"worker-01\" evaluatedNodes=4 feasibleNodes=3\nDec 05 16:16:04 master kube-scheduler[822]: I1205 16:16:04.708269     822 schedule_one.go:1055] \"Unable to schedule pod; no fit; waiting\" pod=\"boutique/recommendationservice-7df56b7d59-m8hmq\" err=\"0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\""
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'recommendationservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: recommendationservice\n  namespace: boutique\n  labels:\n    app: recommendationservice\nspec:\n  selector:\n    matchLabels:\n      app: recommendationservice\n  template:\n    metadata:\n      labels:\n        app: recommendationservice\n    spec:\n      serviceAccountName: recommendationservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      nodeSelector:\n        kubernetes.io/hostname: worker-01\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n        ports:\n        - containerPort: 8080\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 8080\n        env:\n        - name: PORT\n          value: \"8080\"\n        - name: PRODUCT_CATALOG_SERVICE_ADDR\n          value: \"productcatalogservice:3550\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        resources:\n          requests:\n            cpu: 100m\n            memory: 220Mi\n          limits:\n            cpu: 200m\n            memory: 450Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: recommendationservice\n  namespace: boutique\n  labels:\n    app: recommendationservice\nspec:\n  type: ClusterIP\n  selector:\n    app: recommendationservice\n  ports:\n  - name: grpc\n    port: 8080\n    targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: recommendationservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 16:15:14 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 118061 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 118062 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 118062 (code=exited, status=0/SUCCESS)\n        CPU: 3.935s\n\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.105736  118062 pod_startup_latency_tracker.go:104] \"Observed pod startup duration\" pod=\"boutique/shippingservice-7ff54bf6b6-fkq79\" podStartSLOduration=9.105720415 podStartE2EDuration=\"9.105720415s\" podCreationTimestamp=\"2025-12-05 16:14:59 +0800 CST\" firstStartedPulling=\"0001-01-01 00:00:00 +0000 UTC\" lastFinishedPulling=\"0001-01-01 00:00:00 +0000 UTC\" observedRunningTime=\"2025-12-05 16:15:00.549856601 +0800 CST m=+245.531336055\" watchObservedRunningTime=\"2025-12-05 16:15:08.105720415 +0800 CST m=+253.087199859\"\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.195713  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-ftmp7\"\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.523979  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/frontend-657dd795f-hsg48\"\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.525059  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/frontend-657dd795f-hsg48\"\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.773085  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/paymentservice-78c5996648-s8zzc\"\nDec 05 16:15:09 worker-01 kubelet[118062]: I1205 16:15:09.557137  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-fkq79\"\nDec 05 16:15:14 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 16:15:14 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 16:15:14 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 16:15:14 worker-01 systemd[1]: kubelet.service: Consumed 3.935s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/38/path2.json b/golden-trajectory/boutique/infrastructure/38/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea12b32b698f126f34b1e31f864b46218eb235ac
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/38/path2.json
@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-ftmp7               1/1     Running   0          2m9s   172.20.1.63    worker-01   <none>           <none>\ncartservice-79b49f5555-wxv6q             1/1     Running   0          2m9s   172.20.2.161   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-7gxlm         1/1     Running   0          2m9s   172.20.2.162   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-94kcj         1/1     Running   0          2m9s   172.20.1.64    worker-01   <none>           <none>\nemailservice-c86b9b8f6-dm5wx             1/1     Running   0          2m9s   172.20.2.163   worker-02   <none>           <none>\nfrontend-657dd795f-hsg48                 1/1     Running   0          2m8s   172.20.1.65    worker-01   <none>           <none>\npaymentservice-78c5996648-s8zzc          1/1     Running   0          2m8s   172.20.1.66    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-7ndzp    1/1     Running   0          2m8s   172.20.2.164   worker-02   <none>           <none>\nrecommendationservice-7df56b7d59-m8hmq   0/1     Pending   0          62s    <none>         <none>      <none>           <none>\nredis-cart-589d486f78-jncjt              1/1     Running   0          2m8s   172.20.2.165   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-fkq79         1/1     Running   0          2m7s   172.20.1.67    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-7df56b7d59-m8hmq'}",
+      "output": "Name:             recommendationservice-7df56b7d59-m8hmq\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=7df56b7d59\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-7df56b7d59\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\n    Port:       8080/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  450Mi\n    Requests:\n      cpu:      100m\n      memory:   220Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          8080\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      DISABLE_PROFILER:              1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9bhvp (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-9bhvp:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  64s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node.kubernetes.io/unreachable: }, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   116d   v1.31.2\nworker-01   NotReady                   node     116d   v1.31.2\nworker-02   Ready                      node     116d   v1.31.2\nworker-03   Ready                      node     116d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 16:15:09 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 16:14:59 +0800   Fri, 05 Dec 2025 16:15:52 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 16:14:59 +0800   Fri, 05 Dec 2025 16:15:52 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 16:14:59 +0800   Fri, 05 Dec 2025 16:15:52 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 16:14:59 +0800   Fri, 05 Dec 2025 16:15:52 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (12 in total)\n  Namespace                   Name                                CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                ------------  ----------  ---------------  -------------  ---\n  boutique                    adservice-64ddc5c766-ftmp7          200m (2%)     300m (3%)   180Mi (1%)       300Mi (1%)     2m33s\n  boutique                    currencyservice-5c6fdf7ccb-94kcj    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    frontend-657dd795f-hsg48            100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    paymentservice-78c5996648-s8zzc     100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m32s\n  boutique                    shippingservice-7ff54bf6b6-fkq79    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m31s\n  chaosblade                  chaosblade-tool-s8w48               0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  istio-system                istio-cni-node-bjkpf                100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                       200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx               100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         20d\n  kube-system                 node-local-dns-2ljtx                25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         116d\n  monitor                     cadvisor-pscz2                      0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\n  monitor                     node-exporter-psg6r                 0 (0%)        0 (0%)      0 (0%)           0 (0%)         20d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1025m (12%)  1100m (13%)\n  memory             1103Mi (7%)  812Mi (5%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Normal   NodeHasSufficientPID     54m (x3 over 54m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                54m (x2 over 54m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      54m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  54m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  54m (x3 over 54m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    54m (x3 over 54m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   Starting                 54m                    kubelet          Starting kubelet.\n  Normal   NodeReady                49m (x2 over 49m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeAllocatableEnforced  49m                    kubelet          Updated Node Allocatable limit across pods\n  Warning  InvalidDiskCapacity      49m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   Starting                 49m                    kubelet          Starting kubelet.\n  Normal   NodeHasSufficientMemory  49m (x3 over 49m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    49m (x3 over 49m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     49m (x3 over 49m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                40m (x2 over 40m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeAllocatableEnforced  40m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  40m (x3 over 40m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    40m (x3 over 40m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     40m (x3 over 40m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   Starting                 40m                    kubelet          Starting kubelet.\n  Normal   NodeAllocatableEnforced  35m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 35m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      35m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeReady                35m (x2 over 35m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeHasSufficientMemory  35m (x3 over 35m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    35m (x3 over 35m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     35m (x3 over 35m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasNoDiskPressure    31m (x3 over 31m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeReady                31m (x2 over 31m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      31m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  31m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  31m (x3 over 31m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   Starting                 31m                    kubelet          Starting kubelet.\n  Normal   NodeHasSufficientPID     31m (x3 over 31m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   Starting                 6m35s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      6m35s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  6m35s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  6m35s (x2 over 6m35s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    6m35s (x2 over 6m35s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     6m35s (x2 over 6m35s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                6m35s                  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             98s (x12 over 116m)    node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 16:15:14 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 118061 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 118062 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 118062 (code=exited, status=0/SUCCESS)\n        CPU: 3.935s\n\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.105736  118062 pod_startup_latency_tracker.go:104] \"Observed pod startup duration\" pod=\"boutique/shippingservice-7ff54bf6b6-fkq79\" podStartSLOduration=9.105720415 podStartE2EDuration=\"9.105720415s\" podCreationTimestamp=\"2025-12-05 16:14:59 +0800 CST\" firstStartedPulling=\"0001-01-01 00:00:00 +0000 UTC\" lastFinishedPulling=\"0001-01-01 00:00:00 +0000 UTC\" observedRunningTime=\"2025-12-05 16:15:00.549856601 +0800 CST m=+245.531336055\" watchObservedRunningTime=\"2025-12-05 16:15:08.105720415 +0800 CST m=+253.087199859\"\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.195713  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/adservice-64ddc5c766-ftmp7\"\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.523979  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"\" pod=\"boutique/frontend-657dd795f-hsg48\"\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.525059  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/frontend-657dd795f-hsg48\"\nDec 05 16:15:08 worker-01 kubelet[118062]: I1205 16:15:08.773085  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/paymentservice-78c5996648-s8zzc\"\nDec 05 16:15:09 worker-01 kubelet[118062]: I1205 16:15:09.557137  118062 kubelet.go:2528] \"SyncLoop (probe)\" probe=\"readiness\" status=\"ready\" pod=\"boutique/shippingservice-7ff54bf6b6-fkq79\"\nDec 05 16:15:14 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 16:15:14 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 16:15:14 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 16:15:14 worker-01 systemd[1]: kubelet.service: Consumed 3.935s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/39/path1.json b/golden-trajectory/boutique/infrastructure/39/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..22b737bccfb402a1da4361609673431b3dd2612b
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/39/path1.json
@@ -0,0 +1,147 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-f2f5p               1/1     Running             0          2m10s   172.20.1.68    worker-01   <none>           <none>\ncartservice-79b49f5555-z2z4g             1/1     Running             0          2m10s   172.20.2.166   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-56dhw         1/1     Running             0          2m9s    172.20.1.69    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-k758c         1/1     Running             0          2m9s    172.20.2.167   worker-02   <none>           <none>\nemailservice-c86b9b8f6-4n575             1/1     Running             0          2m9s    172.20.1.70    worker-01   <none>           <none>\nfrontend-657dd795f-h9qs6                 1/1     Running             0          2m9s    172.20.2.168   worker-02   <none>           <none>\npaymentservice-78c5996648-psm8w          1/1     Running             0          2m9s    172.20.1.71    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-pgrks    1/1     Running             0          2m8s    172.20.2.169   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-l4mvh   1/1     Running             0          2m8s    172.20.2.170   worker-02   <none>           <none>\nredis-cart-56db4dcdd5-n9flp              0/1     ContainerCreating   0          113s    <none>         worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-ggsk9         1/1     Running             0          2m8s    172.20.1.72    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-56db4dcdd5-n9flp'}",
+      "output": "Name:             redis-cart-56db4dcdd5-n9flp\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 16:21:00 +0800\nLabels:           app=redis-cart\n                  pod-template-hash=56db4dcdd5\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-56db4dcdd5\nContainers:\n  redis:\n    Container ID:   \n    Image:          redis:alpine\n    Image ID:       \n    Port:           6379/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  256Mi\n    Requests:\n      cpu:        100m\n      memory:     128Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:  <none>\n    Mounts:\n      /data from redis-data (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-xqn74 (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  redis-data:\n    Type:       PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n    ClaimName:  redis-cart-pvc\n    ReadOnly:   false\n  kube-api-access-xqn74:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  114s  default-scheduler  Successfully assigned boutique/redis-cart-56db4dcdd5-n9flp to worker-01\n  Normal  Pulled     114s  kubelet            Container image \"redis:alpine\" already present on machine\n  Normal  Created    114s  kubelet            Created container redis\n  Normal  Started    114s  kubelet            Started container redis\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m37s       Normal    ScalingReplicaSet      deployment/productcatalogservice              Scaled up replica set productcatalogservice-ddb46fc86 to 1\n2m37s       Normal    Created                pod/frontend-657dd795f-h9qs6                  Created container server\n2m37s       Normal    SuccessfulCreate       replicaset/recommendationservice-7bf5b7d9b8   Created pod: recommendationservice-7bf5b7d9b8-l4mvh\n2m37s       Normal    Started                pod/recommendationservice-7bf5b7d9b8-l4mvh    Started container server\n2m37s       Normal    Created                pod/productcatalogservice-ddb46fc86-pgrks     Created container server\n2m37s       Normal    Pulled                 pod/productcatalogservice-ddb46fc86-pgrks     Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\" already present on machine\n2m37s       Normal    Started                pod/frontend-657dd795f-h9qs6                  Started container server\n2m36s       Normal    Created                pod/shippingservice-7ff54bf6b6-ggsk9          Created container server\n2m36s       Normal    Pulled                 pod/shippingservice-7ff54bf6b6-ggsk9          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n2m36s       Normal    Started                pod/shippingservice-7ff54bf6b6-ggsk9          Started container server\n2m22s       Normal    SuccessfulCreate       replicaset/redis-cart-56db4dcdd5              Created pod: redis-cart-56db4dcdd5-n9flp\n2m22s       Normal    ScalingReplicaSet      deployment/redis-cart                         Scaled up replica set redis-cart-56db4dcdd5 to 1\n2m21s       Normal    Started                pod/redis-cart-56db4dcdd5-n9flp               Started container redis\n2m21s       Normal    Created                pod/redis-cart-56db4dcdd5-n9flp               Created container redis\n2m21s       Normal    Pulled                 pod/redis-cart-56db4dcdd5-n9flp               Container image \"redis:alpine\" already present on machine\n105s        Warning   NodeNotReady           pod/adservice-64ddc5c766-f2f5p                Node is not ready\n105s        Warning   NodeNotReady           pod/shippingservice-7ff54bf6b6-ggsk9          Node is not ready\n105s        Warning   NodeNotReady           pod/checkoutservice-8445f8b6cb-56dhw          Node is not ready\n105s        Warning   NodeNotReady           pod/emailservice-c86b9b8f6-4n575              Node is not ready\n105s        Warning   NodeNotReady           pod/paymentservice-78c5996648-psm8w           Node is not ready\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   116d   v1.31.2\nworker-01   NotReady                   node     116d   v1.31.2\nworker-02   Ready                      node     116d   v1.31.2\nworker-03   Ready                      node     116d   v1.31.2\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 16:21:01 CST; 2min 22s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 126181 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 126182 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 126182 (code=exited, status=0/SUCCESS)\n        CPU: 3.167s\n\nDec 05 16:21:00 worker-01 kubelet[126182]: I1205 16:21:00.933686  126182 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"redis-cart-pv\\\" (UniqueName: \\\"kubernetes.io/host-path/0b86d9c3-3abb-44ca-82b5-248689c01711-redis-cart-pv\\\") pod \\\"redis-cart-56db4dcdd5-n9flp\\\" (UID: \\\"0b86d9c3-3abb-44ca-82b5-248689c01711\\\") \" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:00 worker-01 kubelet[126182]: I1205 16:21:00.933732  126182 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-xqn74\\\" (UniqueName: \\\"kubernetes.io/projected/0b86d9c3-3abb-44ca-82b5-248689c01711-kube-api-access-xqn74\\\") pod \\\"redis-cart-56db4dcdd5-n9flp\\\" (UID: \\\"0b86d9c3-3abb-44ca-82b5-248689c01711\\\") \" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:00 worker-01 kubelet[126182]: I1205 16:21:00.933810  126182 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"redis-cart-pv\\\" (UniqueName: \\\"kubernetes.io/host-path/0b86d9c3-3abb-44ca-82b5-248689c01711-redis-cart-pv\\\") pod \\\"redis-cart-56db4dcdd5-n9flp\\\" (UID: \\\"0b86d9c3-3abb-44ca-82b5-248689c01711\\\") \" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:00 worker-01 kubelet[126182]: I1205 16:21:00.942343  126182 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-xqn74\\\" (UniqueName: \\\"kubernetes.io/projected/0b86d9c3-3abb-44ca-82b5-248689c01711-kube-api-access-xqn74\\\") pod \\\"redis-cart-56db4dcdd5-n9flp\\\" (UID: \\\"0b86d9c3-3abb-44ca-82b5-248689c01711\\\") \" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:01 worker-01 kubelet[126182]: I1205 16:21:01.052922  126182 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:01 worker-01 kubelet[126182]: I1205 16:21:01.340232  126182 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 16:21:01 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 16:21:01 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 16:21:01 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 16:21:01 worker-01 systemd[1]: kubelet.service: Consumed 3.167s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/39/path2.json b/golden-trajectory/boutique/infrastructure/39/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..b23ca6104b0fa8d3c4b1b25c65f4e7f43a6b6525
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/39/path2.json
@@ -0,0 +1,141 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-f2f5p               1/1     Running             0          2m10s   172.20.1.68    worker-01   <none>           <none>\ncartservice-79b49f5555-z2z4g             1/1     Running             0          2m10s   172.20.2.166   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-56dhw         1/1     Running             0          2m9s    172.20.1.69    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-k758c         1/1     Running             0          2m9s    172.20.2.167   worker-02   <none>           <none>\nemailservice-c86b9b8f6-4n575             1/1     Running             0          2m9s    172.20.1.70    worker-01   <none>           <none>\nfrontend-657dd795f-h9qs6                 1/1     Running             0          2m9s    172.20.2.168   worker-02   <none>           <none>\npaymentservice-78c5996648-psm8w          1/1     Running             0          2m9s    172.20.1.71    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-pgrks    1/1     Running             0          2m8s    172.20.2.169   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-l4mvh   1/1     Running             0          2m8s    172.20.2.170   worker-02   <none>           <none>\nredis-cart-56db4dcdd5-n9flp              0/1     ContainerCreating   0          113s    <none>         worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-ggsk9         1/1     Running             0          2m8s    172.20.1.72    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-56db4dcdd5-n9flp'}",
+      "output": "Name:             redis-cart-56db4dcdd5-n9flp\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 16:21:00 +0800\nLabels:           app=redis-cart\n                  pod-template-hash=56db4dcdd5\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-56db4dcdd5\nContainers:\n  redis:\n    Container ID:   \n    Image:          redis:alpine\n    Image ID:       \n    Port:           6379/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  256Mi\n    Requests:\n      cpu:        100m\n      memory:     128Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:  <none>\n    Mounts:\n      /data from redis-data (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-xqn74 (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  redis-data:\n    Type:       PersistentVolumeClaim (a reference to a PersistentVolumeClaim in the same namespace)\n    ClaimName:  redis-cart-pvc\n    ReadOnly:   false\n  kube-api-access-xqn74:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  114s  default-scheduler  Successfully assigned boutique/redis-cart-56db4dcdd5-n9flp to worker-01\n  Normal  Pulled     114s  kubelet            Container image \"redis:alpine\" already present on machine\n  Normal  Created    114s  kubelet            Created container redis\n  Normal  Started    114s  kubelet            Started container redis\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ● containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: active (running) since Fri 2025-12-05 14:11:51 CST; 2h 11min ago\n       Docs: https://containerd.io\n   Main PID: 928 (containerd)\n      Tasks: 179 (limit: 18592)\n     Memory: 241.9M\n        CPU: 1min 8.916s\n     CGroup: /system.slice/containerd.service\n             ├─   928 /opt/kube/bin/containerd-bin/containerd\n             ├─  1747 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 070665677a8a5436e73b79ccaedcb3c60601de8e5f5ffa280eb87e7916689379 -address /run/containerd/containerd.sock\n             ├─  1748 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7f84b42952c2abc2875bfd67be745ec4f5755635d44fe0fbda98b545aca6071d -address /run/containerd/containerd.sock\n             ├─  1855 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 6690ba38b1f4d874d4b222e0026d51013b2a3ab2a0b18de745cd018fdf16d99c -address /run/containerd/containerd.sock\n             ├─  2017 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id fa4757f4cf7e1cbfd0ed1540a1d2dea0ba8041e84f60845365d6577030091fc1 -address /run/containerd/containerd.sock\n             ├─  3654 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 12fe3cd536464273de088ae288e71a953ebbd4e85d6302425e61174d0c5aefb5 -address /run/containerd/containerd.sock\n             ├─  4378 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 44bea498ccc1a6ec00ea441375a7aedcf15f777d5ffae83b224686db92e71b41 -address /run/containerd/containerd.sock\n             ├─  4873 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 8db3a30844d05bd389f166208619d578aeb9719cd3c665647f0d178c6513afeb -address /run/containerd/containerd.sock\n             ├─128995 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 1f0cb8cbf3b2b3f03cfa023e92692ba0f72d6bbf799ef056b8036084bfa7e5a6 -address /run/containerd/containerd.sock\n             ├─129344 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id feb206dec22f30acd4eaa44fd1abbe74181480c495cf5bb6af22e32b8079b410 -address /run/containerd/containerd.sock\n             ├─129647 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7b2001d11142d7eebbcebf77d469cfa384fc8c813719d2a52f78fe08662fa38c -address /run/containerd/containerd.sock\n             ├─129991 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id e708904501119a137b7e912626caba1ca182ee32b0b584e2d15bec85a6ac1958 -address /run/containerd/containerd.sock\n             ├─130309 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id ec99f4d0b85cbea5eacb5e6f84384b159988227a3ee7b43620c933731b887f76 -address /run/containerd/containerd.sock\n             └─131588 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a5a608cb14a0d78f1fcaaded9fe31183c1fa4e6798596a6bf05523a970de17fd -address /run/containerd/containerd.sock\n\nDec 05 16:21:01 worker-01 containerd[928]: {\"level\":\"info\",\"time\":\"2025-12-05T08:21:01.123836Z\",\"msg\":\"excluded because it does not have istio-proxy container (have [redis])\",\"pod\":\"boutique/redis-cart-56db4dcdd5-n9flp\"}\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.140643765+08:00\" level=info msg=\"loading plugin \\\"io.containerd.event.v1.publisher\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.event.v1\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.140744036+08:00\" level=info msg=\"loading plugin \\\"io.containerd.internal.v1.shutdown\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.internal.v1\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.140759516+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.task\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.140846202+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.pause\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.206414226+08:00\" level=info msg=\"RunPodSandbox for &PodSandboxMetadata{Name:redis-cart-56db4dcdd5-n9flp,Uid:0b86d9c3-3abb-44ca-82b5-248689c01711,Namespace:boutique,Attempt:0,} returns sandbox id \\\"a5a608cb14a0d78f1fcaaded9fe31183c1fa4e6798596a6bf05523a970de17fd\\\"\"\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.208752016+08:00\" level=info msg=\"CreateContainer within sandbox \\\"a5a608cb14a0d78f1fcaaded9fe31183c1fa4e6798596a6bf05523a970de17fd\\\" for container &ContainerMetadata{Name:redis,Attempt:0,}\"\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.222457615+08:00\" level=info msg=\"CreateContainer within sandbox \\\"a5a608cb14a0d78f1fcaaded9fe31183c1fa4e6798596a6bf05523a970de17fd\\\" for &ContainerMetadata{Name:redis,Attempt:0,} returns container id \\\"4953cdae1140e5a68625254e41f77e30bb3bb4a26cdf7279b84b2e630e4d7f07\\\"\"\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.222887353+08:00\" level=info msg=\"StartContainer for \\\"4953cdae1140e5a68625254e41f77e30bb3bb4a26cdf7279b84b2e630e4d7f07\\\"\"\nDec 05 16:21:01 worker-01 containerd[928]: time=\"2025-12-05T16:21:01.303157972+08:00\" level=info msg=\"StartContainer for \\\"4953cdae1140e5a68625254e41f77e30bb3bb4a26cdf7279b84b2e630e4d7f07\\\" returns successfully\""
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 16:21:01 CST; 2min 22s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 126181 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 126182 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 126182 (code=exited, status=0/SUCCESS)\n        CPU: 3.167s\n\nDec 05 16:21:00 worker-01 kubelet[126182]: I1205 16:21:00.933686  126182 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"redis-cart-pv\\\" (UniqueName: \\\"kubernetes.io/host-path/0b86d9c3-3abb-44ca-82b5-248689c01711-redis-cart-pv\\\") pod \\\"redis-cart-56db4dcdd5-n9flp\\\" (UID: \\\"0b86d9c3-3abb-44ca-82b5-248689c01711\\\") \" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:00 worker-01 kubelet[126182]: I1205 16:21:00.933732  126182 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-xqn74\\\" (UniqueName: \\\"kubernetes.io/projected/0b86d9c3-3abb-44ca-82b5-248689c01711-kube-api-access-xqn74\\\") pod \\\"redis-cart-56db4dcdd5-n9flp\\\" (UID: \\\"0b86d9c3-3abb-44ca-82b5-248689c01711\\\") \" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:00 worker-01 kubelet[126182]: I1205 16:21:00.933810  126182 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"redis-cart-pv\\\" (UniqueName: \\\"kubernetes.io/host-path/0b86d9c3-3abb-44ca-82b5-248689c01711-redis-cart-pv\\\") pod \\\"redis-cart-56db4dcdd5-n9flp\\\" (UID: \\\"0b86d9c3-3abb-44ca-82b5-248689c01711\\\") \" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:00 worker-01 kubelet[126182]: I1205 16:21:00.942343  126182 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-xqn74\\\" (UniqueName: \\\"kubernetes.io/projected/0b86d9c3-3abb-44ca-82b5-248689c01711-kube-api-access-xqn74\\\") pod \\\"redis-cart-56db4dcdd5-n9flp\\\" (UID: \\\"0b86d9c3-3abb-44ca-82b5-248689c01711\\\") \" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:01 worker-01 kubelet[126182]: I1205 16:21:01.052922  126182 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/redis-cart-56db4dcdd5-n9flp\"\nDec 05 16:21:01 worker-01 kubelet[126182]: I1205 16:21:01.340232  126182 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 16:21:01 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 16:21:01 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 16:21:01 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 16:21:01 worker-01 systemd[1]: kubelet.service: Consumed 3.167s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/4/path1.json b/golden-trajectory/boutique/infrastructure/4/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..11d7aebf6e628e73fde4ebc6c7e85a0c862dc24d
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/4/path1.json
@@ -0,0 +1,141 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-ln5vq                 2/2     Running    0          72s   172.20.1.84   worker-01   <none>           <none>\ncartservice-7c5f46fc47-zgdc7             2/2     Running    0          73s   172.20.1.82   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-hgk6l          0/2     Init:0/1   0          71s   <none>        worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-w9zcv         0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nemailservice-7dc7d85bcb-jppng            2/2     Running    0          74s   172.20.1.80   worker-01   <none>           <none>\nfrontend-6778bd7b8b-vrrcc                2/2     Running    0          72s   172.20.1.83   worker-01   <none>           <none>\npaymentservice-869f9f96cd-kngfk          0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nproductcatalogservice-6fb89f98f8-vxfzt   0/2     Init:0/1   0          74s   <none>        worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-bq7wd   0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nredis-cart-58649b5469-4l9xn              2/2     Running    0          73s   172.20.1.81   worker-01   <none>           <none>\nshippingservice-674c8c548d-pmldl         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-dbcdcb5fb-hgk6l'}",
+      "output": "Name:             checkoutservice-dbcdcb5fb-hgk6l\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 13:10:09 +0800\nLabels:           app=checkoutservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=dbcdcb5fb\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=checkoutservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-dbcdcb5fb\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l6m8m (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Image ID:       \n    Port:           5050/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l6m8m (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      checkoutservice-dbcdcb5fb-hgk6l (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":5050,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      checkoutservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l6m8m (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-l6m8m:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               71s   default-scheduler  Successfully assigned boutique/checkoutservice-dbcdcb5fb-hgk6l to worker-02\n  Warning  FailedCreatePodSandBox  71s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-5cd6467fc4-w9zcv'}",
+      "output": "Name:             currencyservice-5cd6467fc4-w9zcv\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 13:10:08 +0800\nLabels:           app=currencyservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=5cd6467fc4\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=currencyservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-5cd6467fc4\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-m9wcs (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.3\n    Image ID:       \n    Port:           7000/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:              7000\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-m9wcs (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      currencyservice-5cd6467fc4-w9zcv (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"name\":\"grpc\",\"containerPort\":7000,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      currencyservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/currencyservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-m9wcs (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-m9wcs:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               73s   default-scheduler  Successfully assigned boutique/currencyservice-5cd6467fc4-w9zcv to worker-02\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 13:09:46 CST; 2min 5s ago\n       Docs: https://containerd.io\n    Process: 65200 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 65201 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 65201 (code=exited, status=0/SUCCESS)\n      Tasks: 89 (limit: 18592)\n     Memory: 171.7M\n        CPU: 8.202s\n     CGroup: /system.slice/containerd.service\n             ├─1944 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 03c45e33ead69dfe4245a66e09c94cffc62e026f4ba37deb3b00f1305c6428e2 -address /run/containerd/containerd.sock\n             ├─1972 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a6c39e2d076a44a51b2c9785cce7d390bcbc9363c131f5a3d04e39eddbe60f3d -address /run/containerd/containerd.sock\n             ├─2007 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3d66396d008c326084fa37c18b693855d5a7e0ae1a0f1a1f4248b9434f2c0949 -address /run/containerd/containerd.sock\n             ├─2042 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7df9ce31ab87397b42704b80119a7413612a20cf070429ade2abc0b3de6488fc -address /run/containerd/containerd.sock\n             ├─2843 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 034db44f7090dd30a04f54e7f6dde27aaa58f1dd3de39eff48ca5f2cab3811ed -address /run/containerd/containerd.sock\n             ├─3193 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5d5bec25d3837215ed1fe053fbe7a5eb474b88e358cd9dc14a3823b66c6cc2c4 -address /run/containerd/containerd.sock\n             └─3385 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 79989cbd7d19ad40ec10c527a34987fc240ad7a67dc19ac366d0111390de9548 -address /run/containerd/containerd.sock\n\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 1944 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 1972 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 2007 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 2042 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 2843 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 3193 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 3385 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: Stopped containerd container runtime.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Consumed 8.135s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/4/path2.json b/golden-trajectory/boutique/infrastructure/4/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..e16e043dd30dbeca45dc9092846380475891a47b
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/4/path2.json
@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-ln5vq                 2/2     Running    0          72s   172.20.1.84   worker-01   <none>           <none>\ncartservice-7c5f46fc47-zgdc7             2/2     Running    0          73s   172.20.1.82   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-hgk6l          0/2     Init:0/1   0          71s   <none>        worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-w9zcv         0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nemailservice-7dc7d85bcb-jppng            2/2     Running    0          74s   172.20.1.80   worker-01   <none>           <none>\nfrontend-6778bd7b8b-vrrcc                2/2     Running    0          72s   172.20.1.83   worker-01   <none>           <none>\npaymentservice-869f9f96cd-kngfk          0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nproductcatalogservice-6fb89f98f8-vxfzt   0/2     Init:0/1   0          74s   <none>        worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-bq7wd   0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nredis-cart-58649b5469-4l9xn              2/2     Running    0          73s   172.20.1.81   worker-01   <none>           <none>\nshippingservice-674c8c548d-pmldl         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-dbcdcb5fb-hgk6l'}",
+      "output": "Name:             checkoutservice-dbcdcb5fb-hgk6l\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 13:10:09 +0800\nLabels:           app=checkoutservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=dbcdcb5fb\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=checkoutservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-dbcdcb5fb\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l6m8m (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Image ID:       \n    Port:           5050/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l6m8m (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      checkoutservice-dbcdcb5fb-hgk6l (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":5050,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      checkoutservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-l6m8m (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-l6m8m:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               71s   default-scheduler  Successfully assigned boutique/checkoutservice-dbcdcb5fb-hgk6l to worker-02\n  Warning  FailedCreatePodSandBox  71s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 13:09:46 CST; 2min 5s ago\n       Docs: https://containerd.io\n    Process: 65200 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 65201 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 65201 (code=exited, status=0/SUCCESS)\n      Tasks: 89 (limit: 18592)\n     Memory: 171.7M\n        CPU: 8.202s\n     CGroup: /system.slice/containerd.service\n             ├─1944 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 03c45e33ead69dfe4245a66e09c94cffc62e026f4ba37deb3b00f1305c6428e2 -address /run/containerd/containerd.sock\n             ├─1972 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a6c39e2d076a44a51b2c9785cce7d390bcbc9363c131f5a3d04e39eddbe60f3d -address /run/containerd/containerd.sock\n             ├─2007 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3d66396d008c326084fa37c18b693855d5a7e0ae1a0f1a1f4248b9434f2c0949 -address /run/containerd/containerd.sock\n             ├─2042 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7df9ce31ab87397b42704b80119a7413612a20cf070429ade2abc0b3de6488fc -address /run/containerd/containerd.sock\n             ├─2843 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 034db44f7090dd30a04f54e7f6dde27aaa58f1dd3de39eff48ca5f2cab3811ed -address /run/containerd/containerd.sock\n             ├─3193 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5d5bec25d3837215ed1fe053fbe7a5eb474b88e358cd9dc14a3823b66c6cc2c4 -address /run/containerd/containerd.sock\n             └─3385 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 79989cbd7d19ad40ec10c527a34987fc240ad7a67dc19ac366d0111390de9548 -address /run/containerd/containerd.sock\n\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 1944 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 1972 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 2007 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 2042 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 2843 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 3193 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Unit process 3385 (containerd-shim) remains running after unit stopped.\nJan 02 13:09:46 worker-02 systemd[1]: Stopped containerd container runtime.\nJan 02 13:09:46 worker-02 systemd[1]: containerd.service: Consumed 8.135s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/40/path1.json b/golden-trajectory/boutique/infrastructure/40/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f4ed4202a347ce7deccecc0b942837edd26aa19
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/40/path1.json
@@ -0,0 +1,153 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 7,
+    "total_trace_steps": 7,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-pxzsh               1/1     Running             0          2m9s   172.20.1.80    worker-01   <none>           <none>\ncartservice-79b49f5555-qp24s             1/1     Running             0          2m9s   172.20.2.176   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-m4kqm         1/1     Running             0          2m9s   172.20.1.81    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-24bhb         1/1     Running             0          2m9s   172.20.2.177   worker-02   <none>           <none>\nemailservice-c86b9b8f6-czdx2             1/1     Running             0          2m8s   172.20.1.82    worker-01   <none>           <none>\nfrontend-657dd795f-t7r2f                 1/1     Running             0          2m8s   172.20.2.178   worker-02   <none>           <none>\npaymentservice-78c5996648-4hxwk          1/1     Running             0          2m8s   172.20.1.83    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-qknf5    1/1     Running             0          2m8s   172.20.2.179   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-rbnpg   1/1     Running             0          2m7s   172.20.2.180   worker-02   <none>           <none>\nredis-cart-589d486f78-85kxj              1/1     Running             0          2m7s   172.20.1.84    worker-01   <none>           <none>\nshippingservice-5c98c8d685-sv77f         0/1     ContainerCreating   0          112s   <none>         worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-5c98c8d685-sv77f'}",
+      "output": "Name:             shippingservice-5c98c8d685-sv77f\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 16:36:24 +0800\nLabels:           app=shippingservice\n                  pod-template-hash=5c98c8d685\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-5c98c8d685\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Image ID:       \n    Port:           50051/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-n2l6f (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-n2l6f:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  115s  default-scheduler  Successfully assigned boutique/shippingservice-5c98c8d685-sv77f to worker-01\n  Normal  Pulled     115s  kubelet            Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n  Normal  Created    115s  kubelet            Created container server\n  Normal  Started    115s  kubelet            Started container server\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'event', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "2m38s       Normal    SuccessfulCreate       replicaset/redis-cart-589d486f78              Created pod: redis-cart-589d486f78-85kxj\n2m38s       Normal    Pulled                 pod/paymentservice-78c5996648-4hxwk           Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\" already present on machine\n2m38s       Normal    ScalingReplicaSet      deployment/recommendationservice              Scaled up replica set recommendationservice-7bf5b7d9b8 to 1\n2m38s       Normal    ScalingReplicaSet      deployment/redis-cart                         Scaled up replica set redis-cart-589d486f78 to 1\n2m38s       Normal    Created                pod/recommendationservice-7bf5b7d9b8-rbnpg    Created container server\n2m38s       Normal    SuccessfulCreate       replicaset/recommendationservice-7bf5b7d9b8   Created pod: recommendationservice-7bf5b7d9b8-rbnpg\n2m38s       Normal    Started                pod/redis-cart-589d486f78-85kxj               Started container redis\n2m38s       Normal    Created                pod/paymentservice-78c5996648-4hxwk           Created container server\n2m38s       Normal    Started                pod/paymentservice-78c5996648-4hxwk           Started container server\n2m23s       Normal    Started                pod/shippingservice-5c98c8d685-sv77f          Started container server\n2m23s       Normal    SuccessfulCreate       replicaset/shippingservice-5c98c8d685         Created pod: shippingservice-5c98c8d685-sv77f\n2m23s       Warning   FailedCreate           replicaset/shippingservice-5c98c8d685         Error creating: pods \"shippingservice-5c98c8d685-\" is forbidden: error looking up service account boutique/shippingservice: serviceaccount \"shippingservice\" not found\n2m23s       Normal    Created                pod/shippingservice-5c98c8d685-sv77f          Created container server\n2m23s       Normal    ScalingReplicaSet      deployment/shippingservice                    Scaled up replica set shippingservice-5c98c8d685 to 1\n2m23s       Normal    Pulled                 pod/shippingservice-5c98c8d685-sv77f          Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n105s        Warning   NodeNotReady           pod/adservice-64ddc5c766-pxzsh                Node is not ready\n105s        Warning   NodeNotReady           pod/redis-cart-589d486f78-85kxj               Node is not ready\n105s        Warning   NodeNotReady           pod/paymentservice-78c5996648-4hxwk           Node is not ready\n105s        Warning   NodeNotReady           pod/emailservice-c86b9b8f6-czdx2              Node is not ready\n105s        Warning   NodeNotReady           pod/checkoutservice-8445f8b6cb-m4kqm          Node is not ready\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   116d   v1.31.2\nworker-01   NotReady                   node     116d   v1.31.2\nworker-02   Ready                      node     116d   v1.31.2\nworker-03   Ready                      node     116d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 16:36:19 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 16:36:19 +0800   Fri, 05 Dec 2025 16:37:02 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 16:36:19 +0800   Fri, 05 Dec 2025 16:37:02 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 16:36:19 +0800   Fri, 05 Dec 2025 16:37:02 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 16:36:19 +0800   Fri, 05 Dec 2025 16:37:02 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                ------------  ----------  ---------------  -------------  ---\n  boutique                    adservice-64ddc5c766-pxzsh          200m (2%)     300m (3%)   180Mi (1%)       300Mi (1%)     2m34s\n  boutique                    checkoutservice-8445f8b6cb-m4kqm    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m34s\n  boutique                    emailservice-c86b9b8f6-czdx2        100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    paymentservice-78c5996648-4hxwk     100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    redis-cart-589d486f78-85kxj         100m (1%)     200m (2%)   128Mi (0%)       256Mi (1%)     2m32s\n  boutique                    shippingservice-5c98c8d685-sv77f    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m17s\n  chaosblade                  chaosblade-tool-s8w48               0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\n  istio-system                istio-cni-node-bjkpf                100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                       200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx               100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         21d\n  kube-system                 node-local-dns-2ljtx                25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         116d\n  monitor                     cadvisor-pscz2                      0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\n  monitor                     node-exporter-psg6r                 0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1125m (14%)  1300m (16%)\n  memory             1231Mi (8%)  1068Mi (6%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Normal   NodeAllocatableEnforced  57m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 57m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      57m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeHasSufficientPID     57m (x3 over 57m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientMemory  57m (x3 over 57m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    57m (x3 over 57m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeReady                57m (x2 over 57m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeReady                52m (x2 over 52m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 52m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      52m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  52m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  52m (x3 over 52m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    52m (x3 over 52m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     52m (x3 over 52m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientPID     27m (x2 over 27m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                27m                    kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      27m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  27m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  27m (x2 over 27m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    27m (x2 over 27m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   Starting                 27m                    kubelet          Starting kubelet.\n  Normal   NodeReady                20m (x2 over 20m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 20m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      20m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  20m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   Starting                 11m                    kubelet          Starting kubelet.\n  Normal   NodeReady                11m (x2 over 11m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      11m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  11m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  11m (x3 over 11m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    11m (x3 over 11m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     11m (x3 over 11m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   Starting                 3m24s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      3m24s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  3m24s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  3m24s (x2 over 3m24s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    3m24s (x2 over 3m24s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     3m24s (x2 over 3m24s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                3m24s                  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             99s (x15 over 137m)    node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 16:36:24 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 144480 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 144481 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 144481 (code=exited, status=0/SUCCESS)\n        CPU: 1.662s\n\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.498185  144481 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-n2l6f\\\" (UniqueName: \\\"kubernetes.io/projected/d24ad2cc-335b-48fb-bb30-bd4da04dfb05-kube-api-access-n2l6f\\\") pod \\\"shippingservice-5c98c8d685-sv77f\\\" (UID: \\\"d24ad2cc-335b-48fb-bb30-bd4da04dfb05\\\") \" pod=\"boutique/shippingservice-5c98c8d685-sv77f\"\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.599259  144481 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-n2l6f\\\" (UniqueName: \\\"kubernetes.io/projected/d24ad2cc-335b-48fb-bb30-bd4da04dfb05-kube-api-access-n2l6f\\\") pod \\\"shippingservice-5c98c8d685-sv77f\\\" (UID: \\\"d24ad2cc-335b-48fb-bb30-bd4da04dfb05\\\") \" pod=\"boutique/shippingservice-5c98c8d685-sv77f\"\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.607357  144481 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-n2l6f\\\" (UniqueName: \\\"kubernetes.io/projected/d24ad2cc-335b-48fb-bb30-bd4da04dfb05-kube-api-access-n2l6f\\\") pod \\\"shippingservice-5c98c8d685-sv77f\\\" (UID: \\\"d24ad2cc-335b-48fb-bb30-bd4da04dfb05\\\") \" pod=\"boutique/shippingservice-5c98c8d685-sv77f\"\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.638397  144481 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/shippingservice-5c98c8d685-sv77f\"\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.894665  144481 kubelet.go:2439] \"SyncLoop (PLEG): event for pod\" pod=\"boutique/shippingservice-5c98c8d685-sv77f\" event={\"ID\":\"d24ad2cc-335b-48fb-bb30-bd4da04dfb05\",\"Type\":\"ContainerStarted\",\"Data\":\"d28ef68c0c3c2c2dca6565ef90fcf79835a2a6bcd3174b9fac126432be03ac9b\"}\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.908081  144481 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 16:36:24 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 16:36:24 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 16:36:24 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 16:36:24 worker-01 systemd[1]: kubelet.service: Consumed 1.662s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/40/path2.json b/golden-trajectory/boutique/infrastructure/40/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..af21a02f7cfc07b776c244d7a6aa81d3a53ca7af
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/40/path2.json
@@ -0,0 +1,161 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 8,
+    "total_trace_steps": 8,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetRecentLogs",
+      "GetClusterConfiguration",
+      "GetResources",
+      "DescribeResource",
+      "CheckNodeServiceStatus",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE    IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-pxzsh               1/1     Running             0          2m9s   172.20.1.80    worker-01   <none>           <none>\ncartservice-79b49f5555-qp24s             1/1     Running             0          2m9s   172.20.2.176   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-m4kqm         1/1     Running             0          2m9s   172.20.1.81    worker-01   <none>           <none>\ncurrencyservice-5c6fdf7ccb-24bhb         1/1     Running             0          2m9s   172.20.2.177   worker-02   <none>           <none>\nemailservice-c86b9b8f6-czdx2             1/1     Running             0          2m8s   172.20.1.82    worker-01   <none>           <none>\nfrontend-657dd795f-t7r2f                 1/1     Running             0          2m8s   172.20.2.178   worker-02   <none>           <none>\npaymentservice-78c5996648-4hxwk          1/1     Running             0          2m8s   172.20.1.83    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-qknf5    1/1     Running             0          2m8s   172.20.2.179   worker-02   <none>           <none>\nrecommendationservice-7bf5b7d9b8-rbnpg   1/1     Running             0          2m7s   172.20.2.180   worker-02   <none>           <none>\nredis-cart-589d486f78-85kxj              1/1     Running             0          2m7s   172.20.1.84    worker-01   <none>           <none>\nshippingservice-5c98c8d685-sv77f         0/1     ContainerCreating   0          112s   <none>         worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-5c98c8d685-sv77f'}",
+      "output": "Name:             shippingservice-5c98c8d685-sv77f\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 05 Dec 2025 16:36:24 +0800\nLabels:           app=shippingservice\n                  pod-template-hash=5c98c8d685\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-5c98c8d685\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Image ID:       \n    Port:           50051/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-n2l6f (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-n2l6f:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  115s  default-scheduler  Successfully assigned boutique/shippingservice-5c98c8d685-sv77f to worker-01\n  Normal  Pulled     115s  kubelet            Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\" already present on machine\n  Normal  Created    115s  kubelet            Created container server\n  Normal  Started    115s  kubelet            Started container server\n"
+    },
+    {
+      "tool_name": "GetRecentLogs",
+      "calling": "tool_name='GetRecentLogs' arguments={namespace: 'boutique', service_name: 'shippingservice', lines: 10}",
+      "output": [
+        "Error: Error from server: Get \"https://worker-01:10250/containerLogs/boutique/shippingservice-5c98c8d685-sv77f/server\": dial tcp 192.168.0.222:10250: connect: connection refused"
+      ]
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Unknown",
+            "conditions": {
+              "MemoryPressure": "Unknown",
+              "DiskPressure": "Unknown",
+              "PIDPressure": "Unknown"
+            },
+            "taints": [
+              "node.kubernetes.io/unreachable:NoSchedule",
+              "node.kubernetes.io/unreachable:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671340Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE    VERSION\nmaster      Ready,SchedulingDisabled   master   116d   v1.31.2\nworker-01   NotReady                   node     116d   v1.31.2\nworker-02   Ready                      node     116d   v1.31.2\nworker-03   Ready                      node     116d   v1.31.2\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/unreachable:NoExecute\n                    node.kubernetes.io/unreachable:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 05 Dec 2025 16:36:19 +0800\nConditions:\n  Type                 Status    LastHeartbeatTime                 LastTransitionTime                Reason              Message\n  ----                 ------    -----------------                 ------------------                ------              -------\n  NetworkUnavailable   False     Fri, 05 Dec 2025 14:12:18 +0800   Fri, 05 Dec 2025 14:12:18 +0800   FlannelIsUp         Flannel is running on this node\n  MemoryPressure       Unknown   Fri, 05 Dec 2025 16:36:19 +0800   Fri, 05 Dec 2025 16:37:02 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  DiskPressure         Unknown   Fri, 05 Dec 2025 16:36:19 +0800   Fri, 05 Dec 2025 16:37:02 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  PIDPressure          Unknown   Fri, 05 Dec 2025 16:36:19 +0800   Fri, 05 Dec 2025 16:37:02 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\n  Ready                Unknown   Fri, 05 Dec 2025 16:36:19 +0800   Fri, 05 Dec 2025 16:37:02 +0800   NodeStatusUnknown   Kubelet stopped posting node status.\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    ad742446-88a4-4f30-bedc-2a963471f1b3\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://1.7.23\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                ------------  ----------  ---------------  -------------  ---\n  boutique                    adservice-64ddc5c766-pxzsh          200m (2%)     300m (3%)   180Mi (1%)       300Mi (1%)     2m34s\n  boutique                    checkoutservice-8445f8b6cb-m4kqm    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m34s\n  boutique                    emailservice-c86b9b8f6-czdx2        100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    paymentservice-78c5996648-4hxwk     100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m33s\n  boutique                    redis-cart-589d486f78-85kxj         100m (1%)     200m (2%)   128Mi (0%)       256Mi (1%)     2m32s\n  boutique                    shippingservice-5c98c8d685-sv77f    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     2m17s\n  chaosblade                  chaosblade-tool-s8w48               0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\n  istio-system                istio-cni-node-bjkpf                100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         38d\n  istio-system                ztunnel-9jv5r                       200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         38d\n  kube-system                 kube-flannel-ds-v9qhx               100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         21d\n  kube-system                 node-local-dns-2ljtx                25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         116d\n  monitor                     cadvisor-pscz2                      0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\n  monitor                     node-exporter-psg6r                 0 (0%)        0 (0%)      0 (0%)           0 (0%)         21d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1125m (14%)  1300m (16%)\n  memory             1231Mi (8%)  1068Mi (6%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                    From             Message\n  ----     ------                   ----                   ----             -------\n  Normal   NodeAllocatableEnforced  57m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   Starting                 57m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      57m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeHasSufficientPID     57m (x3 over 57m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientMemory  57m (x3 over 57m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    57m (x3 over 57m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeReady                57m (x2 over 57m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeReady                52m (x2 over 52m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 52m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      52m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  52m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  52m (x3 over 52m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    52m (x3 over 52m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     52m (x3 over 52m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeHasSufficientPID     27m (x2 over 27m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                27m                    kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      27m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  27m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  27m (x2 over 27m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    27m (x2 over 27m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   Starting                 27m                    kubelet          Starting kubelet.\n  Normal   NodeReady                20m (x2 over 20m)      kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 20m                    kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      20m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  20m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     20m (x3 over 20m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   Starting                 11m                    kubelet          Starting kubelet.\n  Normal   NodeReady                11m (x2 over 11m)      kubelet          Node worker-01 status is now: NodeReady\n  Warning  InvalidDiskCapacity      11m                    kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  11m                    kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  11m (x3 over 11m)      kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    11m (x3 over 11m)      kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     11m (x3 over 11m)      kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   Starting                 3m24s                  kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      3m24s                  kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  3m24s                  kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  3m24s (x2 over 3m24s)  kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    3m24s (x2 over 3m24s)  kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     3m24s (x2 over 3m24s)  kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Normal   NodeReady                3m24s                  kubelet          Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady             99s (x15 over 137m)    node-controller  Node worker-01 status is now: NodeNotReady\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ● containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: active (running) since Fri 2025-12-05 14:11:51 CST; 2h 26min ago\n       Docs: https://containerd.io\n   Main PID: 928 (containerd)\n      Tasks: 178 (limit: 18592)\n     Memory: 231.8M\n        CPU: 1min 17.335s\n     CGroup: /system.slice/containerd.service\n             ├─   928 /opt/kube/bin/containerd-bin/containerd\n             ├─  1747 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 070665677a8a5436e73b79ccaedcb3c60601de8e5f5ffa280eb87e7916689379 -address /run/containerd/containerd.sock\n             ├─  1748 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7f84b42952c2abc2875bfd67be745ec4f5755635d44fe0fbda98b545aca6071d -address /run/containerd/containerd.sock\n             ├─  1855 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 6690ba38b1f4d874d4b222e0026d51013b2a3ab2a0b18de745cd018fdf16d99c -address /run/containerd/containerd.sock\n             ├─  2017 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id fa4757f4cf7e1cbfd0ed1540a1d2dea0ba8041e84f60845365d6577030091fc1 -address /run/containerd/containerd.sock\n             ├─  3654 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 12fe3cd536464273de088ae288e71a953ebbd4e85d6302425e61174d0c5aefb5 -address /run/containerd/containerd.sock\n             ├─  4378 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 44bea498ccc1a6ec00ea441375a7aedcf15f777d5ffae83b224686db92e71b41 -address /run/containerd/containerd.sock\n             ├─  4873 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 8db3a30844d05bd389f166208619d578aeb9719cd3c665647f0d178c6513afeb -address /run/containerd/containerd.sock\n             ├─146127 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id fdc5a565cfe18cb4981517f4a6a222ae7cd799adb3104508f65afa471eda2f9d -address /run/containerd/containerd.sock\n             ├─146435 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7fdebeb8475d46cc6043cae67640889b8cdacf7f3c1d17574e66f56f3259a224 -address /run/containerd/containerd.sock\n             ├─146732 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id b70d971336cd3da5bc6c150fbc1f1d4f40d5f65b2d6ba8b94b0025de4b509ef8 -address /run/containerd/containerd.sock\n             ├─147130 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 11071794a4e265814deb0f75e1640c5d6051cc9085b2d857d11d6bbaf92eff87 -address /run/containerd/containerd.sock\n             ├─147376 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 4873b2a5eb56c1c081cad5ffe28d0c8712ee73f44b2c1d1751670b9956ab6006 -address /run/containerd/containerd.sock\n             └─148846 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d28ef68c0c3c2c2dca6565ef90fcf79835a2a6bcd3174b9fac126432be03ac9b -address /run/containerd/containerd.sock\n\nDec 05 16:36:24 worker-01 containerd[928]: {\"level\":\"info\",\"time\":\"2025-12-05T08:36:24.717191Z\",\"msg\":\"excluded because it does not have istio-proxy container (have [server])\",\"pod\":\"boutique/shippingservice-5c98c8d685-sv77f\"}\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.734875192+08:00\" level=info msg=\"loading plugin \\\"io.containerd.event.v1.publisher\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.event.v1\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.734932618+08:00\" level=info msg=\"loading plugin \\\"io.containerd.internal.v1.shutdown\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.internal.v1\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.734942603+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.task\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.735003413+08:00\" level=info msg=\"loading plugin \\\"io.containerd.ttrpc.v1.pause\\\"...\" runtime=io.containerd.runc.v2 type=io.containerd.ttrpc.v1\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.802768483+08:00\" level=info msg=\"RunPodSandbox for &PodSandboxMetadata{Name:shippingservice-5c98c8d685-sv77f,Uid:d24ad2cc-335b-48fb-bb30-bd4da04dfb05,Namespace:boutique,Attempt:0,} returns sandbox id \\\"d28ef68c0c3c2c2dca6565ef90fcf79835a2a6bcd3174b9fac126432be03ac9b\\\"\"\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.804972069+08:00\" level=info msg=\"CreateContainer within sandbox \\\"d28ef68c0c3c2c2dca6565ef90fcf79835a2a6bcd3174b9fac126432be03ac9b\\\" for container &ContainerMetadata{Name:server,Attempt:0,}\"\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.818746855+08:00\" level=info msg=\"CreateContainer within sandbox \\\"d28ef68c0c3c2c2dca6565ef90fcf79835a2a6bcd3174b9fac126432be03ac9b\\\" for &ContainerMetadata{Name:server,Attempt:0,} returns container id \\\"e78c70d90b1dfbd041aaf6e27a02d21315406a8d3441c0bdcedd96e65bfb6fbd\\\"\"\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.819158820+08:00\" level=info msg=\"StartContainer for \\\"e78c70d90b1dfbd041aaf6e27a02d21315406a8d3441c0bdcedd96e65bfb6fbd\\\"\"\nDec 05 16:36:24 worker-01 containerd[928]: time=\"2025-12-05T16:36:24.899859947+08:00\" level=info msg=\"StartContainer for \\\"e78c70d90b1dfbd041aaf6e27a02d21315406a8d3441c0bdcedd96e65bfb6fbd\\\" returns successfully\""
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'kubelet'}",
+      "output": "Service: kubelet\nNode: worker-01\nStatus: ○ kubelet.service - Kubernetes Kubelet\n     Loaded: loaded (/etc/systemd/system/kubelet.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2025-12-05 16:36:24 CST; 2min 23s ago\n       Docs: https://github.com/GoogleCloudPlatform/kubernetes\n    Process: 144480 ExecStartPre=/bin/mount -o remount,rw /sys/fs/cgroup (code=exited, status=0/SUCCESS)\n    Process: 144481 ExecStart=/opt/kube/bin/kubelet --config=/var/lib/kubelet/config.yaml --container-runtime-endpoint=unix:///run/containerd/containerd.sock --hostname-override=worker-01 --kubeconfig=/etc/kubernetes/kubelet.kubeconfig --root-dir=/var/lib/kubelet --v=2 (code=exited, status=0/SUCCESS)\n   Main PID: 144481 (code=exited, status=0/SUCCESS)\n        CPU: 1.662s\n\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.498185  144481 reconciler_common.go:245] \"operationExecutor.VerifyControllerAttachedVolume started for volume \\\"kube-api-access-n2l6f\\\" (UniqueName: \\\"kubernetes.io/projected/d24ad2cc-335b-48fb-bb30-bd4da04dfb05-kube-api-access-n2l6f\\\") pod \\\"shippingservice-5c98c8d685-sv77f\\\" (UID: \\\"d24ad2cc-335b-48fb-bb30-bd4da04dfb05\\\") \" pod=\"boutique/shippingservice-5c98c8d685-sv77f\"\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.599259  144481 reconciler_common.go:218] \"operationExecutor.MountVolume started for volume \\\"kube-api-access-n2l6f\\\" (UniqueName: \\\"kubernetes.io/projected/d24ad2cc-335b-48fb-bb30-bd4da04dfb05-kube-api-access-n2l6f\\\") pod \\\"shippingservice-5c98c8d685-sv77f\\\" (UID: \\\"d24ad2cc-335b-48fb-bb30-bd4da04dfb05\\\") \" pod=\"boutique/shippingservice-5c98c8d685-sv77f\"\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.607357  144481 operation_generator.go:637] \"MountVolume.SetUp succeeded for volume \\\"kube-api-access-n2l6f\\\" (UniqueName: \\\"kubernetes.io/projected/d24ad2cc-335b-48fb-bb30-bd4da04dfb05-kube-api-access-n2l6f\\\") pod \\\"shippingservice-5c98c8d685-sv77f\\\" (UID: \\\"d24ad2cc-335b-48fb-bb30-bd4da04dfb05\\\") \" pod=\"boutique/shippingservice-5c98c8d685-sv77f\"\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.638397  144481 util.go:30] \"No sandbox for pod can be found. Need to start a new one\" pod=\"boutique/shippingservice-5c98c8d685-sv77f\"\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.894665  144481 kubelet.go:2439] \"SyncLoop (PLEG): event for pod\" pod=\"boutique/shippingservice-5c98c8d685-sv77f\" event={\"ID\":\"d24ad2cc-335b-48fb-bb30-bd4da04dfb05\",\"Type\":\"ContainerStarted\",\"Data\":\"d28ef68c0c3c2c2dca6565ef90fcf79835a2a6bcd3174b9fac126432be03ac9b\"}\nDec 05 16:36:24 worker-01 kubelet[144481]: I1205 16:36:24.908081  144481 dynamic_cafile_content.go:174] \"Shutting down controller\" name=\"client-ca-bundle::/etc/kubernetes/ssl/ca.pem\"\nDec 05 16:36:24 worker-01 systemd[1]: Stopping Kubernetes Kubelet...\nDec 05 16:36:24 worker-01 systemd[1]: kubelet.service: Deactivated successfully.\nDec 05 16:36:24 worker-01 systemd[1]: Stopped Kubernetes Kubelet.\nDec 05 16:36:24 worker-01 systemd[1]: kubelet.service: Consumed 1.662s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/5/path1.json b/golden-trajectory/boutique/infrastructure/5/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..37742ba1ebbbb3a008aeee17d2a73ba2e4050d70
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/5/path1.json
@@ -0,0 +1,141 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-bcmdq                 0/2     Init:0/1   0          72s   <none>        worker-01   <none>           <none>\ncartservice-7c5f46fc47-tjwlp             2/2     Running    0          71s   172.20.2.85   worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-8d8gk          2/2     Running    0          72s   172.20.2.82   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-k78cs         2/2     Running    0          72s   172.20.2.83   worker-02   <none>           <none>\nemailservice-7dc7d85bcb-kkgx6            2/2     Running    0          73s   172.20.2.81   worker-02   <none>           <none>\nfrontend-6778bd7b8b-nc9c9                0/2     Init:0/1   0          72s   <none>        worker-01   <none>           <none>\npaymentservice-869f9f96cd-rcjgl          0/2     Init:0/1   0          72s   <none>        worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-c7m2h   2/2     Running    0          73s   172.20.2.80   worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-vd9wm   2/2     Running    0          71s   172.20.2.84   worker-02   <none>           <none>\nredis-cart-58649b5469-rmkzf              0/2     Init:0/1   0          71s   <none>        worker-01   <none>           <none>\nshippingservice-674c8c548d-xn5hw         0/2     Init:0/1   0          73s   <none>        worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-d68dfc56-bcmdq'}",
+      "output": "Name:             adservice-d68dfc56-bcmdq\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 02 Jan 2026 12:58:12 +0800\nLabels:           app=adservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=d68dfc56\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=adservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-d68dfc56\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nsrnl (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nsrnl (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      adservice-d68dfc56-bcmdq (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":9555,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      adservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/adservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nsrnl (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-nsrnl:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               73s   default-scheduler  Successfully assigned boutique/adservice-d68dfc56-bcmdq to worker-01\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-674c8c548d-xn5hw'}",
+      "output": "Name:             shippingservice-674c8c548d-xn5hw\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 02 Jan 2026 12:58:11 +0800\nLabels:           app=shippingservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=674c8c548d\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=shippingservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-674c8c548d\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nfdt2 (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Image ID:       \n    Port:           50051/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nfdt2 (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      shippingservice-674c8c548d-xn5hw (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":50051,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      shippingservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/shippingservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nfdt2 (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-nfdt2:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               76s   default-scheduler  Successfully assigned boutique/shippingservice-674c8c548d-xn5hw to worker-01\n  Warning  FailedCreatePodSandBox  75s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 12:57:51 CST; 2min 3s ago\n       Docs: https://containerd.io\n    Process: 42419 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 42420 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 42420 (code=exited, status=0/SUCCESS)\n      Tasks: 102 (limit: 18592)\n     Memory: 181.8M\n        CPU: 5.688s\n     CGroup: /system.slice/containerd.service\n             ├─2235 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 81e0cb8e9badcb701c7cfeabca55d5182c21e8d1ed1a8e2e9e69f114eda949be -address /run/containerd/containerd.sock\n             ├─2246 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id c33978feab881994c43e951ce3ad1e83df0a3912d159516e37b3e17538be4290 -address /run/containerd/containerd.sock\n             ├─2264 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 2cbbddf35c2b6d0084ce2d53500b8b8e4b15cab0a02425aa231d8f1590467cae -address /run/containerd/containerd.sock\n             ├─2320 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 1e20770bc8c889218c14c6c4060b610477cd6ec2b4e30ce52916c01d06079549 -address /run/containerd/containerd.sock\n             ├─3248 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a22235865bf82d9ddbce726f549f85ca5361f88ff6b52d6d3639a2878e85e038 -address /run/containerd/containerd.sock\n             ├─3440 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7325e49ae6334ab9c618bbed885b984bcd9364e12251ac5f0192e91b2e768d3a -address /run/containerd/containerd.sock\n             ├─3672 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d93825e14799d097b78279abfd50b700566e0c6939b0ce52dd3b2648bb6ef9ea -address /run/containerd/containerd.sock\n             └─3825 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 4344caaf76c82f3c724d4d1078f48cab47a00a22d3ce74729a3e1a01248a5496 -address /run/containerd/containerd.sock\n\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 2235 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 2246 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 2264 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 2320 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 3248 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 3440 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 3672 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 3825 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: Stopped containerd container runtime.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Consumed 5.616s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/5/path2.json b/golden-trajectory/boutique/infrastructure/5/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..91164be5ac040be97621767b5f8f3679a8b03deb
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/5/path2.json
@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-bcmdq                 0/2     Init:0/1   0          72s   <none>        worker-01   <none>           <none>\ncartservice-7c5f46fc47-tjwlp             2/2     Running    0          71s   172.20.2.85   worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-8d8gk          2/2     Running    0          72s   172.20.2.82   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-k78cs         2/2     Running    0          72s   172.20.2.83   worker-02   <none>           <none>\nemailservice-7dc7d85bcb-kkgx6            2/2     Running    0          73s   172.20.2.81   worker-02   <none>           <none>\nfrontend-6778bd7b8b-nc9c9                0/2     Init:0/1   0          72s   <none>        worker-01   <none>           <none>\npaymentservice-869f9f96cd-rcjgl          0/2     Init:0/1   0          72s   <none>        worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-c7m2h   2/2     Running    0          73s   172.20.2.80   worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-vd9wm   2/2     Running    0          71s   172.20.2.84   worker-02   <none>           <none>\nredis-cart-58649b5469-rmkzf              0/2     Init:0/1   0          71s   <none>        worker-01   <none>           <none>\nshippingservice-674c8c548d-xn5hw         0/2     Init:0/1   0          73s   <none>        worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-d68dfc56-bcmdq'}",
+      "output": "Name:             adservice-d68dfc56-bcmdq\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 02 Jan 2026 12:58:12 +0800\nLabels:           app=adservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=d68dfc56\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=adservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-d68dfc56\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nsrnl (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nsrnl (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      adservice-d68dfc56-bcmdq (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":9555,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      adservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/adservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nsrnl (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-nsrnl:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               73s   default-scheduler  Successfully assigned boutique/adservice-d68dfc56-bcmdq to worker-01\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 12:57:51 CST; 2min 3s ago\n       Docs: https://containerd.io\n    Process: 42419 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 42420 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 42420 (code=exited, status=0/SUCCESS)\n      Tasks: 102 (limit: 18592)\n     Memory: 181.8M\n        CPU: 5.688s\n     CGroup: /system.slice/containerd.service\n             ├─2235 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 81e0cb8e9badcb701c7cfeabca55d5182c21e8d1ed1a8e2e9e69f114eda949be -address /run/containerd/containerd.sock\n             ├─2246 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id c33978feab881994c43e951ce3ad1e83df0a3912d159516e37b3e17538be4290 -address /run/containerd/containerd.sock\n             ├─2264 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 2cbbddf35c2b6d0084ce2d53500b8b8e4b15cab0a02425aa231d8f1590467cae -address /run/containerd/containerd.sock\n             ├─2320 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 1e20770bc8c889218c14c6c4060b610477cd6ec2b4e30ce52916c01d06079549 -address /run/containerd/containerd.sock\n             ├─3248 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a22235865bf82d9ddbce726f549f85ca5361f88ff6b52d6d3639a2878e85e038 -address /run/containerd/containerd.sock\n             ├─3440 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7325e49ae6334ab9c618bbed885b984bcd9364e12251ac5f0192e91b2e768d3a -address /run/containerd/containerd.sock\n             ├─3672 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d93825e14799d097b78279abfd50b700566e0c6939b0ce52dd3b2648bb6ef9ea -address /run/containerd/containerd.sock\n             └─3825 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 4344caaf76c82f3c724d4d1078f48cab47a00a22d3ce74729a3e1a01248a5496 -address /run/containerd/containerd.sock\n\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 2235 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 2246 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 2264 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 2320 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 3248 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 3440 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 3672 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Unit process 3825 (containerd-shim) remains running after unit stopped.\nJan 02 12:57:51 worker-01 systemd[1]: Stopped containerd container runtime.\nJan 02 12:57:51 worker-01 systemd[1]: containerd.service: Consumed 5.616s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/6/path1.json b/golden-trajectory/boutique/infrastructure/6/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..75ba475b426de4693e4b12c761f3cbb6d51d873f
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/6/path1.json
@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-h5n7w                 2/2     Running    0          71s   172.20.1.59   worker-01   <none>           <none>\ncartservice-7c5f46fc47-bh2ft             2/2     Running    0          72s   172.20.1.57   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-7f6kj          0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-gfkjq         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nemailservice-7dc7d85bcb-nxmj4            0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nfrontend-6778bd7b8b-x4vl7                2/2     Running    0          73s   172.20.1.55   worker-01   <none>           <none>\npaymentservice-869f9f96cd-bv942          2/2     Running    0          73s   172.20.1.56   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-d9ggt   0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-fwjf8   0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nredis-cart-58649b5469-w8bpm              2/2     Running    0          72s   172.20.1.58   worker-01   <none>           <none>\nshippingservice-674c8c548d-v92wm         0/2     Init:0/1   0          71s   <none>        worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-dbcdcb5fb-7f6kj'}",
+      "output": "Name:             checkoutservice-dbcdcb5fb-7f6kj\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 12:55:16 +0800\nLabels:           app=checkoutservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=dbcdcb5fb\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=checkoutservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-dbcdcb5fb\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-kj4hp (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Image ID:       \n    Port:           5050/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-kj4hp (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      checkoutservice-dbcdcb5fb-7f6kj (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":5050,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      checkoutservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/checkoutservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-kj4hp (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-kj4hp:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               73s   default-scheduler  Successfully assigned boutique/checkoutservice-dbcdcb5fb-7f6kj to worker-02\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 12:54:54 CST; 2min 4s ago\n       Docs: https://containerd.io\n    Process: 906 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 928 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 928 (code=exited, status=0/SUCCESS)\n      Tasks: 88 (limit: 18592)\n     Memory: 168.9M\n        CPU: 35.614s\n     CGroup: /system.slice/containerd.service\n             ├─1944 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 03c45e33ead69dfe4245a66e09c94cffc62e026f4ba37deb3b00f1305c6428e2 -address /run/containerd/containerd.sock\n             ├─1972 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a6c39e2d076a44a51b2c9785cce7d390bcbc9363c131f5a3d04e39eddbe60f3d -address /run/containerd/containerd.sock\n             ├─2007 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3d66396d008c326084fa37c18b693855d5a7e0ae1a0f1a1f4248b9434f2c0949 -address /run/containerd/containerd.sock\n             ├─2042 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7df9ce31ab87397b42704b80119a7413612a20cf070429ade2abc0b3de6488fc -address /run/containerd/containerd.sock\n             ├─2843 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 034db44f7090dd30a04f54e7f6dde27aaa58f1dd3de39eff48ca5f2cab3811ed -address /run/containerd/containerd.sock\n             ├─3193 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5d5bec25d3837215ed1fe053fbe7a5eb474b88e358cd9dc14a3823b66c6cc2c4 -address /run/containerd/containerd.sock\n             └─3385 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 79989cbd7d19ad40ec10c527a34987fc240ad7a67dc19ac366d0111390de9548 -address /run/containerd/containerd.sock\n\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 1944 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 1972 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 2007 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 2042 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 2843 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 3193 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 3385 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: Stopped containerd container runtime.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Consumed 35.553s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/6/path2.json b/golden-trajectory/boutique/infrastructure/6/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..ccdc1931f621c30109a87e02b079dc55c2c74542
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/6/path2.json
@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-h5n7w                 2/2     Running    0          71s   172.20.1.59   worker-01   <none>           <none>\ncartservice-7c5f46fc47-bh2ft             2/2     Running    0          72s   172.20.1.57   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-7f6kj          0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-gfkjq         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nemailservice-7dc7d85bcb-nxmj4            0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nfrontend-6778bd7b8b-x4vl7                2/2     Running    0          73s   172.20.1.55   worker-01   <none>           <none>\npaymentservice-869f9f96cd-bv942          2/2     Running    0          73s   172.20.1.56   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-d9ggt   0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-fwjf8   0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nredis-cart-58649b5469-w8bpm              2/2     Running    0          72s   172.20.1.58   worker-01   <none>           <none>\nshippingservice-674c8c548d-v92wm         0/2     Init:0/1   0          71s   <none>        worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-7dc7d85bcb-nxmj4'}",
+      "output": "Name:             emailservice-7dc7d85bcb-nxmj4\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 12:55:16 +0800\nLabels:           app=emailservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=7dc7d85bcb\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=emailservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-7dc7d85bcb\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5xwq2 (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n    Image ID:       \n    Port:           8080/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:              8080\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5xwq2 (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      emailservice-7dc7d85bcb-nxmj4 (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":8080,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      emailservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/emailservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-5xwq2 (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-5xwq2:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               73s   default-scheduler  Successfully assigned boutique/emailservice-7dc7d85bcb-nxmj4 to worker-02\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-02'}",
+      "output": "Name:               worker-02\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-02\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"5a:d9:43:a8:2f:c8\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.53\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/not-ready:NoExecute\n                    node.kubernetes.io/not-ready:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-02\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 02 Jan 2026 12:56:45 +0800\nConditions:\n  Type                 Status  LastHeartbeatTime                 LastTransitionTime                Reason                       Message\n  ----                 ------  -----------------                 ------------------                ------                       -------\n  NetworkUnavailable   False   Fri, 02 Jan 2026 11:52:43 +0800   Fri, 02 Jan 2026 11:52:43 +0800   FlannelIsUp                  Flannel is running on this node\n  MemoryPressure       False   Fri, 02 Jan 2026 12:56:34 +0800   Thu, 11 Dec 2025 11:28:55 +0800   KubeletHasSufficientMemory   kubelet has sufficient memory available\n  DiskPressure         False   Fri, 02 Jan 2026 12:56:34 +0800   Thu, 11 Dec 2025 11:28:55 +0800   KubeletHasNoDiskPressure     kubelet has no disk pressure\n  PIDPressure          False   Fri, 02 Jan 2026 12:56:34 +0800   Thu, 11 Dec 2025 11:28:55 +0800   KubeletHasSufficientPID      kubelet has sufficient PID available\n  Ready                False   Fri, 02 Jan 2026 12:56:34 +0800   Fri, 02 Jan 2026 12:55:33 +0800   KubeletNotReady              container runtime is down\nAddresses:\n  InternalIP:  192.168.0.53\n  Hostname:    worker-02\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978548Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671348Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                aa737935-f9cf-4bc8-ac3d-3c8936223857\n  Boot ID:                    2d4fac40-e77d-4b98-9f48-c91432de3a28\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://Unknown\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.2.0/24\nPodCIDRs:                     172.20.2.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits   Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------   ---------------  -------------  ---\n  boutique                    checkoutservice-dbcdcb5fb-7f6kj           200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    95s\n  boutique                    currencyservice-5cd6467fc4-gfkjq          200m (2%)     2200m (27%)  328Mi (2%)       1324Mi (8%)    96s\n  boutique                    emailservice-7dc7d85bcb-nxmj4             200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    95s\n  boutique                    productcatalogservice-6fb89f98f8-d9ggt    200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    96s\n  boutique                    recommendationservice-54dfdd6986-fwjf8    200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    95s\n  boutique                    shippingservice-674c8c548d-v92wm          200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    94s\n  chaosblade                  chaosblade-tool-lg5cc                     0 (0%)        0 (0%)       0 (0%)           0 (0%)         49d\n  istio-system                istio-cni-node-44dhl                      100m (1%)     0 (0%)       100Mi (0%)       0 (0%)         66d\n  istio-system                ztunnel-qjds9                             200m (2%)     0 (0%)       512Mi (3%)       0 (0%)         66d\n  kube-system                 kube-flannel-ds-sqbpp                     100m (1%)     0 (0%)       50Mi (0%)        0 (0%)         49d\n  kube-system                 node-local-dns-mrmqq                      25m (0%)      0 (0%)       5Mi (0%)         0 (0%)         143d\n  monitor                     cadvisor-jn9lz                            0 (0%)        0 (0%)       0 (0%)           0 (0%)         49d\n  monitor                     node-exporter-x96tv                       0 (0%)        0 (0%)       0 (0%)           0 (0%)         49d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests      Limits\n  --------           --------      ------\n  cpu                1625m (20%)   13200m (165%)\n  memory             1955Mi (12%)  7084Mi (46%)\n  ephemeral-storage  0 (0%)        0 (0%)\n  hugepages-1Gi      0 (0%)        0 (0%)\n  hugepages-2Mi      0 (0%)        0 (0%)\nEvents:\n  Type     Reason             Age                From     Message\n  ----     ------             ----               ----     -------\n  Normal   NodeNotReady       78s                kubelet  Node worker-02 status is now: NodeNotReady\n  Warning  ContainerGCFailed  11s (x2 over 71s)  kubelet  rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 12:54:54 CST; 2min 4s ago\n       Docs: https://containerd.io\n    Process: 906 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 928 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 928 (code=exited, status=0/SUCCESS)\n      Tasks: 88 (limit: 18592)\n     Memory: 168.9M\n        CPU: 35.614s\n     CGroup: /system.slice/containerd.service\n             ├─1944 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 03c45e33ead69dfe4245a66e09c94cffc62e026f4ba37deb3b00f1305c6428e2 -address /run/containerd/containerd.sock\n             ├─1972 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a6c39e2d076a44a51b2c9785cce7d390bcbc9363c131f5a3d04e39eddbe60f3d -address /run/containerd/containerd.sock\n             ├─2007 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3d66396d008c326084fa37c18b693855d5a7e0ae1a0f1a1f4248b9434f2c0949 -address /run/containerd/containerd.sock\n             ├─2042 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7df9ce31ab87397b42704b80119a7413612a20cf070429ade2abc0b3de6488fc -address /run/containerd/containerd.sock\n             ├─2843 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 034db44f7090dd30a04f54e7f6dde27aaa58f1dd3de39eff48ca5f2cab3811ed -address /run/containerd/containerd.sock\n             ├─3193 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5d5bec25d3837215ed1fe053fbe7a5eb474b88e358cd9dc14a3823b66c6cc2c4 -address /run/containerd/containerd.sock\n             └─3385 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 79989cbd7d19ad40ec10c527a34987fc240ad7a67dc19ac366d0111390de9548 -address /run/containerd/containerd.sock\n\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 1944 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 1972 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 2007 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 2042 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 2843 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 3193 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Unit process 3385 (containerd-shim) remains running after unit stopped.\nJan 02 12:54:54 worker-02 systemd[1]: Stopped containerd container runtime.\nJan 02 12:54:54 worker-02 systemd[1]: containerd.service: Consumed 35.553s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/7/path1.json b/golden-trajectory/boutique/infrastructure/7/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b37f082b2ebb8894bd0e4dfc902c2f83e4e859a
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/7/path1.json
@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-l8mng                 0/2     Init:0/1   0          71s   <none>        worker-01   <none>           <none>\ncartservice-7c5f46fc47-tc52f             2/2     Running    0          72s   172.20.2.77   worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-zm7jg          2/2     Running    0          71s   172.20.2.79   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-z5kn4         0/2     Init:0/1   0          73s   <none>        worker-01   <none>           <none>\nemailservice-7dc7d85bcb-hb2l7            2/2     Running    0          73s   172.20.2.75   worker-02   <none>           <none>\nfrontend-6778bd7b8b-pq2bs                2/2     Running    0          72s   172.20.2.78   worker-02   <none>           <none>\npaymentservice-869f9f96cd-rkrjl          2/2     Running    0          73s   172.20.2.74   worker-02   <none>           <none>\nproductcatalogservice-6fb89f98f8-9d8xt   0/2     Init:0/1   0          73s   <none>        worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-lxmkh   0/2     Init:0/1   0          72s   <none>        worker-01   <none>           <none>\nredis-cart-58649b5469-8jq2c              0/2     Init:0/1   0          73s   <none>        worker-01   <none>           <none>\nshippingservice-674c8c548d-pm8m5         2/2     Running    0          72s   172.20.2.76   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-d68dfc56-l8mng'}",
+      "output": "Name:             adservice-d68dfc56-l8mng\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 02 Jan 2026 12:52:22 +0800\nLabels:           app=adservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=d68dfc56\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=adservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-d68dfc56\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9tzpf (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9tzpf (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      adservice-d68dfc56-l8mng (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":9555,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      adservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/adservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9tzpf (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-9tzpf:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               71s   default-scheduler  Successfully assigned boutique/adservice-d68dfc56-l8mng to worker-01\n  Warning  FailedCreatePodSandBox  71s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 12:51:59 CST; 2min 4s ago\n       Docs: https://containerd.io\n    Process: 27502 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 27503 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 27503 (code=exited, status=0/SUCCESS)\n      Tasks: 100 (limit: 18592)\n     Memory: 135.0M\n        CPU: 10.092s\n     CGroup: /system.slice/containerd.service\n             ├─2235 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 81e0cb8e9badcb701c7cfeabca55d5182c21e8d1ed1a8e2e9e69f114eda949be -address /run/containerd/containerd.sock\n             ├─2246 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id c33978feab881994c43e951ce3ad1e83df0a3912d159516e37b3e17538be4290 -address /run/containerd/containerd.sock\n             ├─2264 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 2cbbddf35c2b6d0084ce2d53500b8b8e4b15cab0a02425aa231d8f1590467cae -address /run/containerd/containerd.sock\n             ├─2320 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 1e20770bc8c889218c14c6c4060b610477cd6ec2b4e30ce52916c01d06079549 -address /run/containerd/containerd.sock\n             ├─3248 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a22235865bf82d9ddbce726f549f85ca5361f88ff6b52d6d3639a2878e85e038 -address /run/containerd/containerd.sock\n             ├─3440 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7325e49ae6334ab9c618bbed885b984bcd9364e12251ac5f0192e91b2e768d3a -address /run/containerd/containerd.sock\n             ├─3672 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d93825e14799d097b78279abfd50b700566e0c6939b0ce52dd3b2648bb6ef9ea -address /run/containerd/containerd.sock\n             └─3825 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 4344caaf76c82f3c724d4d1078f48cab47a00a22d3ce74729a3e1a01248a5496 -address /run/containerd/containerd.sock\n\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Unit process 2235 (containerd-shim) remains running after unit stopped.\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Unit process 2246 (containerd-shim) remains running after unit stopped.\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Unit process 2264 (containerd-shim) remains running after unit stopped.\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Unit process 2320 (containerd-shim) remains running after unit stopped.\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Unit process 3248 (containerd-shim) remains running after unit stopped.\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Unit process 3440 (containerd-shim) remains running after unit stopped.\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Unit process 3672 (containerd-shim) remains running after unit stopped.\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Unit process 3825 (containerd-shim) remains running after unit stopped.\nJan 02 12:51:59 worker-01 systemd[1]: Stopped containerd container runtime.\nJan 02 12:51:59 worker-01 systemd[1]: containerd.service: Consumed 10.022s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/7/path2.json b/golden-trajectory/boutique/infrastructure/7/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..473cb2610be873cdb611f171a0636dcefc4999c0
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/7/path2.json
@@ -0,0 +1,28 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-l8mng                 0/2     Init:0/1   0          71s   <none>        worker-01   <none>           <none>\ncartservice-7c5f46fc47-tc52f             2/2     Running    0          72s   172.20.2.77   worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-zm7jg          2/2     Running    0          71s   172.20.2.79   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-z5kn4         0/2     Init:0/1   0          73s   <none>        worker-01   <none>           <none>\nemailservice-7dc7d85bcb-hb2l7            2/2     Running    0          73s   172.20.2.75   worker-02   <none>           <none>\nfrontend-6778bd7b8b-pq2bs                2/2     Running    0          72s   172.20.2.78   worker-02   <none>           <none>\npaymentservice-869f9f96cd-rkrjl          2/2     Running    0          73s   172.20.2.74   worker-02   <none>           <none>\nproductcatalogservice-6fb89f98f8-9d8xt   0/2     Init:0/1   0          73s   <none>        worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-lxmkh   0/2     Init:0/1   0          72s   <none>        worker-01   <none>           <none>\nredis-cart-58649b5469-8jq2c              0/2     Init:0/1   0          73s   <none>        worker-01   <none>           <none>\nshippingservice-674c8c548d-pm8m5         2/2     Running    0          72s   172.20.2.76   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-d68dfc56-l8mng'}",
+      "output": "Name:             adservice-d68dfc56-l8mng\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-01/192.168.0.222\nStart Time:       Fri, 02 Jan 2026 12:52:22 +0800\nLabels:           app=adservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=d68dfc56\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=adservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-d68dfc56\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9tzpf (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9tzpf (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      adservice-d68dfc56-l8mng (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":9555,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      adservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/adservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9tzpf (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-9tzpf:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               71s   default-scheduler  Successfully assigned boutique/adservice-d68dfc56-l8mng to worker-01\n  Warning  FailedCreatePodSandBox  71s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/not-ready:NoExecute\n                    node.kubernetes.io/not-ready:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 02 Jan 2026 12:53:52 +0800\nConditions:\n  Type                 Status  LastHeartbeatTime                 LastTransitionTime                Reason                       Message\n  ----                 ------  -----------------                 ------------------                ------                       -------\n  NetworkUnavailable   False   Fri, 02 Jan 2026 11:52:43 +0800   Fri, 02 Jan 2026 11:52:43 +0800   FlannelIsUp                  Flannel is running on this node\n  MemoryPressure       False   Fri, 02 Jan 2026 12:53:32 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasSufficientMemory   kubelet has sufficient memory available\n  DiskPressure         False   Fri, 02 Jan 2026 12:53:32 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasNoDiskPressure     kubelet has no disk pressure\n  PIDPressure          False   Fri, 02 Jan 2026 12:53:32 +0800   Thu, 11 Dec 2025 11:32:48 +0800   KubeletHasSufficientPID      kubelet has sufficient PID available\n  Ready                False   Fri, 02 Jan 2026 12:53:32 +0800   Fri, 02 Jan 2026 12:52:31 +0800   KubeletNotReady              container runtime is down\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978552Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671352Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    a8017f69-854d-4ac1-aa3d-9b13819c79d0\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://Unknown\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                      CPU Requests  CPU Limits   Memory Requests  Memory Limits  Age\n  ---------                   ----                                      ------------  ----------   ---------------  -------------  ---\n  boutique                    adservice-d68dfc56-l8mng                  200m (2%)     2200m (27%)  328Mi (2%)       1324Mi (8%)    94s\n  boutique                    currencyservice-5cd6467fc4-z5kn4          200m (2%)     2200m (27%)  328Mi (2%)       1324Mi (8%)    96s\n  boutique                    productcatalogservice-6fb89f98f8-9d8xt    200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    96s\n  boutique                    recommendationservice-54dfdd6986-lxmkh    200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    95s\n  boutique                    redis-cart-58649b5469-8jq2c               200m (2%)     2200m (27%)  192Mi (1%)       1152Mi (7%)    96s\n  chaosblade                  chaosblade-tool-s8w48                     0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\n  istio-system                grafana-58df5dd565-gv95b                  0 (0%)        0 (0%)       0 (0%)           0 (0%)         11d\n  istio-system                istio-cni-node-bjkpf                      100m (1%)     0 (0%)       100Mi (0%)       0 (0%)         66d\n  istio-system                ztunnel-9jv5r                             200m (2%)     0 (0%)       512Mi (3%)       0 (0%)         66d\n  kube-system                 kube-flannel-ds-v9qhx                     100m (1%)     0 (0%)       50Mi (0%)        0 (0%)         48d\n  kube-system                 node-local-dns-2ljtx                      25m (0%)      0 (0%)       5Mi (0%)         0 (0%)         143d\n  monitor                     cadvisor-pscz2                            0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\n  monitor                     node-exporter-psg6r                       0 (0%)        0 (0%)       0 (0%)           0 (0%)         48d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests      Limits\n  --------           --------      ------\n  cpu                1425m (17%)   11 (137%)\n  memory             1899Mi (12%)  6104Mi (39%)\n  ephemeral-storage  0 (0%)        0 (0%)\n  hugepages-1Gi      0 (0%)        0 (0%)\n  hugepages-2Mi      0 (0%)        0 (0%)\nEvents:\n  Type     Reason             Age                From     Message\n  ----     ------             ----               ----     -------\n  Normal   NodeReady          19m                kubelet  Node worker-01 status is now: NodeReady\n  Normal   NodeNotReady       85s (x2 over 20m)  kubelet  Node worker-01 status is now: NodeNotReady\n  Warning  ContainerGCFailed  16s (x4 over 21m)  kubelet  rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/8/path1.json b/golden-trajectory/boutique/infrastructure/8/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e799166995c718850495ca273012b79039f56861
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/8/path1.json
@@ -0,0 +1,141 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-26dtl                 0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\ncartservice-7c5f46fc47-6vktv             0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-mxrhn          0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-6246z         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nemailservice-7dc7d85bcb-rkz6j            2/2     Running    0          72s   172.20.1.68   worker-01   <none>           <none>\nfrontend-6778bd7b8b-2c4j7                2/2     Running    0          73s   172.20.1.66   worker-01   <none>           <none>\npaymentservice-869f9f96cd-sbhnk          2/2     Running    0          72s   172.20.1.69   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-dwvxj   0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-42mzv   2/2     Running    0          73s   172.20.1.67   worker-01   <none>           <none>\nredis-cart-58649b5469-zj8xr              2/2     Running    0          74s   172.20.1.65   worker-01   <none>           <none>\nshippingservice-674c8c548d-52j6n         0/2     Init:0/1   0          74s   <none>        worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-d68dfc56-26dtl'}",
+      "output": "Name:             adservice-d68dfc56-26dtl\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 13:01:12 +0800\nLabels:           app=adservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=d68dfc56\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=adservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-d68dfc56\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-6b4p4 (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-6b4p4 (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      adservice-d68dfc56-26dtl (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":9555,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      adservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/adservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-6b4p4 (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-6b4p4:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               73s   default-scheduler  Successfully assigned boutique/adservice-d68dfc56-26dtl to worker-02\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-7c5f46fc47-6vktv'}",
+      "output": "Name:             cartservice-7c5f46fc47-6vktv\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 13:01:13 +0800\nLabels:           app=cartservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=7c5f46fc47\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=cartservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-7c5f46fc47\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-8xfl9 (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Image ID:       \n    Port:           7070/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-8xfl9 (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      cartservice-7c5f46fc47-6vktv (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":7070,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      cartservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/cartservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-8xfl9 (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-8xfl9:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               72s   default-scheduler  Successfully assigned boutique/cartservice-7c5f46fc47-6vktv to worker-02\n  Warning  FailedCreatePodSandBox  72s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 13:00:51 CST; 2min 5s ago\n       Docs: https://containerd.io\n    Process: 48904 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 48905 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 48905 (code=exited, status=0/SUCCESS)\n      Tasks: 88 (limit: 18592)\n     Memory: 170.3M\n        CPU: 6.205s\n     CGroup: /system.slice/containerd.service\n             ├─1944 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 03c45e33ead69dfe4245a66e09c94cffc62e026f4ba37deb3b00f1305c6428e2 -address /run/containerd/containerd.sock\n             ├─1972 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a6c39e2d076a44a51b2c9785cce7d390bcbc9363c131f5a3d04e39eddbe60f3d -address /run/containerd/containerd.sock\n             ├─2007 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3d66396d008c326084fa37c18b693855d5a7e0ae1a0f1a1f4248b9434f2c0949 -address /run/containerd/containerd.sock\n             ├─2042 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7df9ce31ab87397b42704b80119a7413612a20cf070429ade2abc0b3de6488fc -address /run/containerd/containerd.sock\n             ├─2843 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 034db44f7090dd30a04f54e7f6dde27aaa58f1dd3de39eff48ca5f2cab3811ed -address /run/containerd/containerd.sock\n             ├─3193 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5d5bec25d3837215ed1fe053fbe7a5eb474b88e358cd9dc14a3823b66c6cc2c4 -address /run/containerd/containerd.sock\n             └─3385 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 79989cbd7d19ad40ec10c527a34987fc240ad7a67dc19ac366d0111390de9548 -address /run/containerd/containerd.sock\n\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 1944 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 1972 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 2007 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 2042 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 2843 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 3193 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 3385 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: Stopped containerd container runtime.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Consumed 6.141s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/8/path2.json b/golden-trajectory/boutique/infrastructure/8/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..08fff4909d1acdc81abe1bcce34fcbfd0acafa4a
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/8/path2.json
@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS     RESTARTS   AGE   IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-26dtl                 0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\ncartservice-7c5f46fc47-6vktv             0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\ncheckoutservice-dbcdcb5fb-mxrhn          0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-6246z         0/2     Init:0/1   0          73s   <none>        worker-02   <none>           <none>\nemailservice-7dc7d85bcb-rkz6j            2/2     Running    0          72s   172.20.1.68   worker-01   <none>           <none>\nfrontend-6778bd7b8b-2c4j7                2/2     Running    0          73s   172.20.1.66   worker-01   <none>           <none>\npaymentservice-869f9f96cd-sbhnk          2/2     Running    0          72s   172.20.1.69   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-dwvxj   0/2     Init:0/1   0          72s   <none>        worker-02   <none>           <none>\nrecommendationservice-54dfdd6986-42mzv   2/2     Running    0          73s   172.20.1.67   worker-01   <none>           <none>\nredis-cart-58649b5469-zj8xr              2/2     Running    0          74s   172.20.1.65   worker-01   <none>           <none>\nshippingservice-674c8c548d-52j6n         0/2     Init:0/1   0          74s   <none>        worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-d68dfc56-26dtl'}",
+      "output": "Name:             adservice-d68dfc56-26dtl\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 02 Jan 2026 13:01:12 +0800\nLabels:           app=adservice\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=d68dfc56\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=adservice\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-d68dfc56\nInit Containers:\n  istio-validation:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-6b4p4 (ro)\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  300Mi\n    Requests:\n      cpu:     100m\n      memory:  200Mi\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-6b4p4 (ro)\n  istio-proxy:\n    Container ID:  \n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      \n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Waiting\n      Reason:       PodInitializing\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      adservice-d68dfc56-26dtl (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":9555,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      adservice\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/adservice\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-6b4p4 (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 False \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-6b4p4:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               73s   default-scheduler  Successfully assigned boutique/adservice-d68dfc56-26dtl to worker-02\n  Warning  FailedCreatePodSandBox  73s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-02', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-02\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Fri 2026-01-02 13:00:51 CST; 2min 5s ago\n       Docs: https://containerd.io\n    Process: 48904 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 48905 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 48905 (code=exited, status=0/SUCCESS)\n      Tasks: 88 (limit: 18592)\n     Memory: 170.3M\n        CPU: 6.205s\n     CGroup: /system.slice/containerd.service\n             ├─1944 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 03c45e33ead69dfe4245a66e09c94cffc62e026f4ba37deb3b00f1305c6428e2 -address /run/containerd/containerd.sock\n             ├─1972 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a6c39e2d076a44a51b2c9785cce7d390bcbc9363c131f5a3d04e39eddbe60f3d -address /run/containerd/containerd.sock\n             ├─2007 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 3d66396d008c326084fa37c18b693855d5a7e0ae1a0f1a1f4248b9434f2c0949 -address /run/containerd/containerd.sock\n             ├─2042 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 7df9ce31ab87397b42704b80119a7413612a20cf070429ade2abc0b3de6488fc -address /run/containerd/containerd.sock\n             ├─2843 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 034db44f7090dd30a04f54e7f6dde27aaa58f1dd3de39eff48ca5f2cab3811ed -address /run/containerd/containerd.sock\n             ├─3193 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 5d5bec25d3837215ed1fe053fbe7a5eb474b88e358cd9dc14a3823b66c6cc2c4 -address /run/containerd/containerd.sock\n             └─3385 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 79989cbd7d19ad40ec10c527a34987fc240ad7a67dc19ac366d0111390de9548 -address /run/containerd/containerd.sock\n\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Deactivated successfully.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 1944 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 1972 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 2007 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 2042 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 2843 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 3193 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Unit process 3385 (containerd-shim) remains running after unit stopped.\nJan 02 13:00:51 worker-02 systemd[1]: Stopped containerd container runtime.\nJan 02 13:00:51 worker-02 systemd[1]: containerd.service: Consumed 6.141s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/9/path1.json b/golden-trajectory/boutique/infrastructure/9/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f50c6fbfa08b3e8bbedba8ad2031111fe43aa98
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/9/path1.json
@@ -0,0 +1,46 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "DescribeResource",
+      "GetResources",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-p8jsd               0/1     ContainerCreating   0          64s   <none>         worker-01   <none>           <none>\ncartservice-79b49f5555-sk2s6             1/1     Running             0          64s   172.20.2.240   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-rlf9c         1/1     Running             0          64s   172.20.2.241   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-bkwpg         0/1     ContainerCreating   0          64s   <none>         worker-01   <none>           <none>\nemailservice-c86b9b8f6-8dd6p             0/1     ContainerCreating   0          63s   <none>         worker-01   <none>           <none>\nfrontend-657dd795f-6xdjn                 1/1     Running             0          63s   172.20.2.242   worker-02   <none>           <none>\npaymentservice-78c5996648-g6c2f          1/1     Running             0          63s   172.20.2.243   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-ckbh6    0/1     ContainerCreating   0          63s   <none>         worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-ff6dp   1/1     Running             0          63s   172.20.2.244   worker-02   <none>           <none>\nredis-cart-589d486f78-zgb9x              0/1     ContainerCreating   0          62s   <none>         worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-rc2nt         0/1     ContainerCreating   0          62s   <none>         worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-64ddc5c766-p8jsd'}",
+      "output": "Name:             adservice-64ddc5c766-p8jsd\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-01/192.168.0.222\nStart Time:       Thu, 11 Dec 2025 10:46:30 +0800\nLabels:           app=adservice\n                  pod-template-hash=64ddc5c766\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-64ddc5c766\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     300m\n      memory:  300Mi\n    Requests:\n      cpu:      200m\n      memory:   180Mi\n    Liveness:   grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-277kf (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-277kf:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               64s   default-scheduler  Successfully assigned boutique/adservice-64ddc5c766-p8jsd to worker-01\n  Warning  FailedCreatePodSandBox  64s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-c86b9b8f6-8dd6p'}",
+      "output": "Name:             emailservice-c86b9b8f6-8dd6p\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             worker-01/192.168.0.222\nStart Time:       Thu, 11 Dec 2025 10:46:31 +0800\nLabels:           app=emailservice\n                  pod-template-hash=c86b9b8f6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-c86b9b8f6\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n    Image ID:       \n    Port:           8080/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              8080\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-mpt74 (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-mpt74:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               64s   default-scheduler  Successfully assigned boutique/emailservice-c86b9b8f6-8dd6p to worker-01\n  Warning  FailedCreatePodSandBox  64s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-7ff54bf6b6-rc2nt'}",
+      "output": "Name:             shippingservice-7ff54bf6b6-rc2nt\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             worker-01/192.168.0.222\nStart Time:       Thu, 11 Dec 2025 10:46:32 +0800\nLabels:           app=shippingservice\n                  pod-template-hash=7ff54bf6b6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-7ff54bf6b6\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Image ID:       \n    Port:           50051/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              50051\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-nvhql (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-nvhql:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               64s   default-scheduler  Successfully assigned boutique/shippingservice-7ff54bf6b6-rc2nt to worker-01\n  Warning  FailedCreatePodSandBox  64s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'events', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "90s         Normal    Scheduled                pod/paymentservice-78c5996648-g6c2f           Successfully assigned boutique/paymentservice-78c5996648-g6c2f to worker-02\n90s         Normal    ScalingReplicaSet        deployment/frontend                           Scaled up replica set frontend-657dd795f to 1\n90s         Warning   FailedCreatePodSandBox   pod/emailservice-c86b9b8f6-8dd6p              Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n90s         Normal    ScalingReplicaSet        deployment/redis-cart                         Scaled up replica set redis-cart-589d486f78 to 1\n90s         Normal    Pulled                   pod/frontend-657dd795f-6xdjn                  Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n90s         Normal    Scheduled                pod/productcatalogservice-ddb46fc86-ckbh6     Successfully assigned boutique/productcatalogservice-ddb46fc86-ckbh6 to worker-01\n90s         Normal    Started                  pod/frontend-657dd795f-6xdjn                  Started container server\n90s         Normal    Created                  pod/frontend-657dd795f-6xdjn                  Created container server\n90s         Normal    SuccessfulCreate         replicaset/recommendationservice-7bf5b7d9b8   Created pod: recommendationservice-7bf5b7d9b8-ff6dp\n89s         Normal    Scheduled                pod/redis-cart-589d486f78-zgb9x               Successfully assigned boutique/redis-cart-589d486f78-zgb9x to worker-01\n89s         Warning   FailedCreatePodSandBox   pod/redis-cart-589d486f78-zgb9x               Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n89s         Normal    SuccessfulCreate         replicaset/redis-cart-589d486f78              Created pod: redis-cart-589d486f78-zgb9x\n89s         Normal    SuccessfulCreate         replicaset/shippingservice-7ff54bf6b6         Created pod: shippingservice-7ff54bf6b6-rc2nt\n89s         Normal    Pulled                   pod/recommendationservice-7bf5b7d9b8-ff6dp    Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.3\" already present on machine\n89s         Warning   FailedCreatePodSandBox   pod/shippingservice-7ff54bf6b6-rc2nt          Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n89s         Normal    Scheduled                pod/shippingservice-7ff54bf6b6-rc2nt          Successfully assigned boutique/shippingservice-7ff54bf6b6-rc2nt to worker-01\n89s         Normal    Started                  pod/recommendationservice-7bf5b7d9b8-ff6dp    Started container server\n89s         Normal    Started                  pod/paymentservice-78c5996648-g6c2f           Started container server\n89s         Normal    Created                  pod/recommendationservice-7bf5b7d9b8-ff6dp    Created container server\n89s         Normal    ScalingReplicaSet        deployment/shippingservice                    Scaled up replica set shippingservice-7ff54bf6b6 to 1\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Thu 2025-12-11 10:46:25 CST; 1min 38s ago\n       Docs: https://containerd.io\n    Process: 912 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 931 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 931 (code=exited, status=0/SUCCESS)\n      Tasks: 87 (limit: 18592)\n     Memory: 126.5M\n        CPU: 11.149s\n     CGroup: /system.slice/containerd.service\n             ├─1872 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a00a0ec31d2e7f61eb68e49ee00174beff036b1d44630e20d4adbfe7a47513fb -address /run/containerd/containerd.sock\n             ├─1874 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 6f84782d2d9c3e079f2175cb60287f0a374d2f1fa637a03127621b4e369cc77b -address /run/containerd/containerd.sock\n             ├─1875 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d63218f6a288f27f3c71b1d9e228d727227b004399bd7d11caad3ae4b6d6e907 -address /run/containerd/containerd.sock\n             ├─1913 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 8bb360d5416fa5fa089ede605c27212e6f4e6f9daf3ce1597d4781f82d18a1cc -address /run/containerd/containerd.sock\n             ├─3239 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 124cd8945c144930b6a0543d586cd1cd4b01ac38f8cacc36cc76fec2d9a4776b -address /run/containerd/containerd.sock\n             ├─3588 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id dddf98d6ed5138c60d20fd97af59c63147958c146f6919927ef4c7a50b02d271 -address /run/containerd/containerd.sock\n             └─3657 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 372a937e0215f3fb1f348d03dd2d6b39c791d24b5217acfe9fd537efe5fd7e79 -address /run/containerd/containerd.sock\n\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Deactivated successfully.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 1872 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 1874 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 1875 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 1913 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 3239 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 3588 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 3657 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: Stopped containerd container runtime.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Consumed 11.102s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/infrastructure/9/path2.json b/golden-trajectory/boutique/infrastructure/9/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..af7d17b366ec0c3676f5d969908eb151482bc15f
--- /dev/null
+++ b/golden-trajectory/boutique/infrastructure/9/path2.json
@@ -0,0 +1,159 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 8,
+    "total_trace_steps": 8,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetAppYAML",
+      "GetAppYAML",
+      "GetClusterConfiguration",
+      "DescribeResource",
+      "CheckNodeServiceStatus"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS              RESTARTS   AGE   IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-64ddc5c766-p8jsd               0/1     ContainerCreating   0          64s   <none>         worker-01   <none>           <none>\ncartservice-79b49f5555-sk2s6             1/1     Running             0          64s   172.20.2.240   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-rlf9c         1/1     Running             0          64s   172.20.2.241   worker-02   <none>           <none>\ncurrencyservice-5c6fdf7ccb-bkwpg         0/1     ContainerCreating   0          64s   <none>         worker-01   <none>           <none>\nemailservice-c86b9b8f6-8dd6p             0/1     ContainerCreating   0          63s   <none>         worker-01   <none>           <none>\nfrontend-657dd795f-6xdjn                 1/1     Running             0          63s   172.20.2.242   worker-02   <none>           <none>\npaymentservice-78c5996648-g6c2f          1/1     Running             0          63s   172.20.2.243   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-ckbh6    0/1     ContainerCreating   0          63s   <none>         worker-01   <none>           <none>\nrecommendationservice-7bf5b7d9b8-ff6dp   1/1     Running             0          63s   172.20.2.244   worker-02   <none>           <none>\nredis-cart-589d486f78-zgb9x              0/1     ContainerCreating   0          62s   <none>         worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-rc2nt         0/1     ContainerCreating   0          62s   <none>         worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-64ddc5c766-p8jsd'}",
+      "output": "Name:             adservice-64ddc5c766-p8jsd\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             worker-01/192.168.0.222\nStart Time:       Thu, 11 Dec 2025 10:46:30 +0800\nLabels:           app=adservice\n                  pod-template-hash=64ddc5c766\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-64ddc5c766\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n    Image ID:       \n    Port:           9555/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     300m\n      memory:  300Mi\n    Requests:\n      cpu:      200m\n      memory:   180Mi\n    Liveness:   grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:9555  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-277kf (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-277kf:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               64s   default-scheduler  Successfully assigned boutique/adservice-64ddc5c766-p8jsd to worker-01\n  Warning  FailedCreatePodSandBox  64s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-c86b9b8f6-8dd6p'}",
+      "output": "Name:             emailservice-c86b9b8f6-8dd6p\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             worker-01/192.168.0.222\nStart Time:       Thu, 11 Dec 2025 10:46:31 +0800\nLabels:           app=emailservice\n                  pod-template-hash=c86b9b8f6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-c86b9b8f6\nContainers:\n  server:\n    Container ID:   \n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n    Image ID:       \n    Port:           8080/TCP\n    Host Port:      0/TCP\n    State:          Waiting\n      Reason:       ContainerCreating\n    Ready:          False\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:              8080\n      DISABLE_PROFILER:  1\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-mpt74 (ro)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   False \n  Initialized                 True \n  Ready                       False \n  ContainersReady             False \n  PodScheduled                True \nVolumes:\n  kube-api-access-mpt74:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason                  Age   From               Message\n  ----     ------                  ----  ----               -------\n  Normal   Scheduled               64s   default-scheduler  Successfully assigned boutique/emailservice-c86b9b8f6-8dd6p to worker-01\n  Warning  FailedCreatePodSandBox  64s   kubelet            Failed to create pod sandbox: rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'adservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: adservice\n  namespace: boutique \n  labels:\n    app: adservice\nspec:\n  selector:\n    matchLabels:\n      app: adservice\n  template:\n    metadata:\n      labels:\n        app: adservice\n    spec:\n      serviceAccountName: adservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.3\n        ports:\n        - containerPort: 9555\n        env:\n        - name: PORT\n          value: \"9555\"\n        resources:\n          requests:\n            cpu: 200m\n            memory: 180Mi\n          limits:\n            cpu: 300m\n            memory: 300Mi\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 9555\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 9555\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: adservice\n  namespace: boutique\n  labels:\n    app: adservice\nspec:\n  type: ClusterIP\n  selector:\n    app: adservice\n  ports:\n  - name: grpc\n    port: 9555\n    targetPort: 9555\n\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: adservice\n  namespace: boutique\n# [END gke_release_kubernetes_manifests_microservices_demo]"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'emailservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: emailservice\n  namespace: boutique\n  labels:\n    app: emailservice\nspec:\n  selector:\n    matchLabels:\n      app: emailservice\n  template:\n    metadata:\n      labels:\n        app: emailservice\n    spec:\n      serviceAccountName: emailservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.3\n        ports:\n        - containerPort: 8080\n        env:\n        - name: PORT\n          value: \"8080\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 8080\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: emailservice\n  namespace: boutique\n  labels:\n    app: emailservice\nspec:\n  type: ClusterIP\n  selector:\n    app: emailservice\n  ports:\n  - name: grpc\n    port: 5000\n    targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: emailservice\n  namespace: boutique\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "NotReady",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/not-ready:NoSchedule",
+              "node.kubernetes.io/not-ready:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'node', name: 'worker-01'}",
+      "output": "Name:               worker-01\nRoles:              node\nLabels:             beta.kubernetes.io/arch=amd64\n                    beta.kubernetes.io/os=linux\n                    kubernetes.io/arch=amd64\n                    kubernetes.io/hostname=worker-01\n                    kubernetes.io/os=linux\n                    kubernetes.io/role=node\nAnnotations:        flannel.alpha.coreos.com/backend-data: {\"VNI\":1,\"VtepMAC\":\"9e:19:95:44:a0:9c\"}\n                    flannel.alpha.coreos.com/backend-type: vxlan\n                    flannel.alpha.coreos.com/kube-subnet-manager: true\n                    flannel.alpha.coreos.com/public-ip: 192.168.0.222\n                    node.alpha.kubernetes.io/ttl: 0\n                    volumes.kubernetes.io/controller-managed-attach-detach: true\nCreationTimestamp:  Mon, 11 Aug 2025 15:49:09 +0800\nTaints:             node.kubernetes.io/not-ready:NoExecute\n                    node.kubernetes.io/not-ready:NoSchedule\nUnschedulable:      false\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Thu, 11 Dec 2025 10:47:46 +0800\nConditions:\n  Type                 Status  LastHeartbeatTime                 LastTransitionTime                Reason                       Message\n  ----                 ------  -----------------                 ------------------                ------                       -------\n  NetworkUnavailable   False   Thu, 11 Dec 2025 10:22:27 +0800   Thu, 11 Dec 2025 10:22:27 +0800   FlannelIsUp                  Flannel is running on this node\n  MemoryPressure       False   Thu, 11 Dec 2025 10:46:56 +0800   Fri, 05 Dec 2025 16:44:53 +0800   KubeletHasSufficientMemory   kubelet has sufficient memory available\n  DiskPressure         False   Thu, 11 Dec 2025 10:46:56 +0800   Fri, 05 Dec 2025 16:44:53 +0800   KubeletHasNoDiskPressure     kubelet has no disk pressure\n  PIDPressure          False   Thu, 11 Dec 2025 10:46:56 +0800   Fri, 05 Dec 2025 16:44:53 +0800   KubeletHasSufficientPID      kubelet has sufficient PID available\n  Ready                False   Thu, 11 Dec 2025 10:46:56 +0800   Thu, 11 Dec 2025 10:46:56 +0800   KubeletNotReady              container runtime is down\nAddresses:\n  InternalIP:  192.168.0.222\n  Hostname:    worker-01\nCapacity:\n  cpu:                8\n  ephemeral-storage:  103084600Ki\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15978556Ki\n  pods:               110\nAllocatable:\n  cpu:                8\n  ephemeral-storage:  95002767203\n  hugepages-1Gi:      0\n  hugepages-2Mi:      0\n  memory:             15671356Ki\n  pods:               110\nSystem Info:\n  Machine ID:                 9c21ae206bb84c18b004394392724faa\n  System UUID:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    09b414b7-9635-4147-951e-e3b45e44b3e6\n  Kernel Version:             5.15.0-138-generic\n  OS Image:                   Ubuntu 22.04.5 LTS\n  Operating System:           linux\n  Architecture:               amd64\n  Container Runtime Version:  containerd://Unknown\n  Kubelet Version:            v1.31.2\n  Kube-Proxy Version:         v1.31.2\nPodCIDR:                      172.20.1.0/24\nPodCIDRs:                     172.20.1.0/24\nNon-terminated Pods:          (13 in total)\n  Namespace                   Name                                     CPU Requests  CPU Limits  Memory Requests  Memory Limits  Age\n  ---------                   ----                                     ------------  ----------  ---------------  -------------  ---\n  boutique                    adservice-64ddc5c766-p8jsd               200m (2%)     300m (3%)   180Mi (1%)       300Mi (1%)     86s\n  boutique                    currencyservice-5c6fdf7ccb-bkwpg         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     86s\n  boutique                    emailservice-c86b9b8f6-8dd6p             100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     85s\n  boutique                    productcatalogservice-ddb46fc86-ckbh6    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     85s\n  boutique                    redis-cart-589d486f78-zgb9x              100m (1%)     200m (2%)   128Mi (0%)       256Mi (1%)     84s\n  boutique                    shippingservice-7ff54bf6b6-rc2nt         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     84s\n  chaosblade                  chaosblade-tool-s8w48                    0 (0%)        0 (0%)      0 (0%)           0 (0%)         26d\n  istio-system                istio-cni-node-bjkpf                     100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         44d\n  istio-system                ztunnel-9jv5r                            200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         44d\n  kube-system                 kube-flannel-ds-v9qhx                    100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         26d\n  kube-system                 node-local-dns-2ljtx                     25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         121d\n  monitor                     cadvisor-pscz2                           0 (0%)        0 (0%)      0 (0%)           0 (0%)         26d\n  monitor                     node-exporter-psg6r                      0 (0%)        0 (0%)      0 (0%)           0 (0%)         26d\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1125m (14%)  1300m (16%)\n  memory             1231Mi (8%)  1068Mi (6%)\n  ephemeral-storage  0 (0%)       0 (0%)\n  hugepages-1Gi      0 (0%)       0 (0%)\n  hugepages-2Mi      0 (0%)       0 (0%)\nEvents:\n  Type     Reason                   Age                     From             Message\n  ----     ------                   ----                    ----             -------\n  Normal   Starting                 25m                     kube-proxy       \n  Normal   NodeNotReady             4d20h (x6 over 4d21h)   kubelet          Node worker-01 status is now: NodeNotReady\n  Warning  ContainerGCFailed        4d20h (x16 over 4d21h)  kubelet          rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n  Normal   NodeReady                4d20h (x6 over 4d21h)   kubelet          Node worker-01 status is now: NodeReady\n  Normal   Starting                 25m                     kubelet          Starting kubelet.\n  Warning  InvalidDiskCapacity      25m                     kubelet          invalid capacity 0 on image filesystem\n  Normal   NodeAllocatableEnforced  25m                     kubelet          Updated Node Allocatable limit across pods\n  Normal   NodeHasSufficientMemory  25m                     kubelet          Node worker-01 status is now: NodeHasSufficientMemory\n  Normal   NodeHasNoDiskPressure    25m                     kubelet          Node worker-01 status is now: NodeHasNoDiskPressure\n  Normal   NodeHasSufficientPID     25m                     kubelet          Node worker-01 status is now: NodeHasSufficientPID\n  Warning  Rebooted                 25m                     kubelet          Node worker-01 has been rebooted, boot id: 09b414b7-9635-4147-951e-e3b45e44b3e6\n  Normal   RegisteredNode           25m                     node-controller  Node worker-01 event: Registered Node worker-01 in Controller\n  Normal   NodeNotReady             60s                     kubelet          Node worker-01 status is now: NodeNotReady\n  Warning  ContainerGCFailed        50s                     kubelet          rpc error: code = Unavailable desc = connection error: desc = \"transport: Error while dialing: dial unix /run/containerd/containerd.sock: connect: no such file or directory\"\n"
+    },
+    {
+      "tool_name": "CheckNodeServiceStatus",
+      "calling": "tool_name='CheckNodeServiceStatus' arguments={node_name: 'worker-01', service_name: 'containerd'}",
+      "output": "Service: containerd\nNode: worker-01\nStatus: ○ containerd.service - containerd container runtime\n     Loaded: loaded (/etc/systemd/system/containerd.service; enabled; vendor preset: enabled)\n     Active: inactive (dead) since Thu 2025-12-11 10:46:25 CST; 1min 38s ago\n       Docs: https://containerd.io\n    Process: 912 ExecStartPre=/sbin/modprobe overlay (code=exited, status=0/SUCCESS)\n    Process: 931 ExecStart=/opt/kube/bin/containerd-bin/containerd (code=exited, status=0/SUCCESS)\n   Main PID: 931 (code=exited, status=0/SUCCESS)\n      Tasks: 87 (limit: 18592)\n     Memory: 126.5M\n        CPU: 11.149s\n     CGroup: /system.slice/containerd.service\n             ├─1872 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id a00a0ec31d2e7f61eb68e49ee00174beff036b1d44630e20d4adbfe7a47513fb -address /run/containerd/containerd.sock\n             ├─1874 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 6f84782d2d9c3e079f2175cb60287f0a374d2f1fa637a03127621b4e369cc77b -address /run/containerd/containerd.sock\n             ├─1875 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id d63218f6a288f27f3c71b1d9e228d727227b004399bd7d11caad3ae4b6d6e907 -address /run/containerd/containerd.sock\n             ├─1913 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 8bb360d5416fa5fa089ede605c27212e6f4e6f9daf3ce1597d4781f82d18a1cc -address /run/containerd/containerd.sock\n             ├─3239 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 124cd8945c144930b6a0543d586cd1cd4b01ac38f8cacc36cc76fec2d9a4776b -address /run/containerd/containerd.sock\n             ├─3588 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id dddf98d6ed5138c60d20fd97af59c63147958c146f6919927ef4c7a50b02d271 -address /run/containerd/containerd.sock\n             └─3657 /opt/kube/bin/containerd-bin/containerd-shim-runc-v2 -namespace k8s.io -id 372a937e0215f3fb1f348d03dd2d6b39c791d24b5217acfe9fd537efe5fd7e79 -address /run/containerd/containerd.sock\n\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Deactivated successfully.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 1872 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 1874 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 1875 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 1913 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 3239 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 3588 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Unit process 3657 (containerd-shim) remains running after unit stopped.\nDec 11 10:46:25 worker-01 systemd[1]: Stopped containerd container runtime.\nDec 11 10:46:25 worker-01 systemd[1]: containerd.service: Consumed 11.102s CPU time."
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/1/path1.json b/golden-trajectory/boutique/performance/1/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..285328da4f95c48e362bee0984276b43165a1127
--- /dev/null
+++ b/golden-trajectory/boutique/performance/1/path1.json
@@ -0,0 +1,47 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-lbcrz                 2/2     Running   0          5m46s\ncartservice-7c5f46fc47-cxjl7             2/2     Running   0          5m46s\ncheckoutservice-dbcdcb5fb-lhrhb          2/2     Running   0          5m46s\ncurrencyservice-5cd6467fc4-pwwhv         2/2     Running   0          5m46s\nemailservice-7dc7d85bcb-x4c28            2/2     Running   0          5m46s\nfrontend-6778bd7b8b-bxdnk                2/2     Running   0          5m45s\npaymentservice-869f9f96cd-7rksk          2/2     Running   0          5m45s\nproductcatalogservice-6fb89f98f8-bcl9f   2/2     Running   0          5m45s\nrecommendationservice-54dfdd6986-6r7s6   2/2     Running   0          5m45s\nredis-cart-58649b5469-n6sml              2/2     Running   0          5m45s\nshippingservice-674c8c548d-nnxdj         2/2     Running   0          5m44s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 2,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-25 15:43:20 ~ 2025-12-25 15:45:15",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu_cfs] | Val: 0.824s (Throttled)",
+              "RESOURCE_SATURATION [cpu core] | Normal=0.03 cores -> Current=0.16 cores (+375.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | adservice-p95latency: Normal=4.85ms -> Current=70.04ms (+1343.0%)"
+            ]
+          },
+          {
+            "type": "Node",
+            "name": "worker-02",
+            "time_range": "2025-12-25 15:43:20 ~ 2025-12-25 15:45:15",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu utilization] | Normal=3.15% -> Current=4.91% (+55.9%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/1/path2.json b/golden-trajectory/boutique/performance/1/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..285328da4f95c48e362bee0984276b43165a1127
--- /dev/null
+++ b/golden-trajectory/boutique/performance/1/path2.json
@@ -0,0 +1,47 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-lbcrz                 2/2     Running   0          5m46s\ncartservice-7c5f46fc47-cxjl7             2/2     Running   0          5m46s\ncheckoutservice-dbcdcb5fb-lhrhb          2/2     Running   0          5m46s\ncurrencyservice-5cd6467fc4-pwwhv         2/2     Running   0          5m46s\nemailservice-7dc7d85bcb-x4c28            2/2     Running   0          5m46s\nfrontend-6778bd7b8b-bxdnk                2/2     Running   0          5m45s\npaymentservice-869f9f96cd-7rksk          2/2     Running   0          5m45s\nproductcatalogservice-6fb89f98f8-bcl9f   2/2     Running   0          5m45s\nrecommendationservice-54dfdd6986-6r7s6   2/2     Running   0          5m45s\nredis-cart-58649b5469-n6sml              2/2     Running   0          5m45s\nshippingservice-674c8c548d-nnxdj         2/2     Running   0          5m44s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 2,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-25 15:43:20 ~ 2025-12-25 15:45:15",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu_cfs] | Val: 0.824s (Throttled)",
+              "RESOURCE_SATURATION [cpu core] | Normal=0.03 cores -> Current=0.16 cores (+375.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | adservice-p95latency: Normal=4.85ms -> Current=70.04ms (+1343.0%)"
+            ]
+          },
+          {
+            "type": "Node",
+            "name": "worker-02",
+            "time_range": "2025-12-25 15:43:20 ~ 2025-12-25 15:45:15",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu utilization] | Normal=3.15% -> Current=4.91% (+55.9%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/10/path1.json b/golden-trajectory/boutique/performance/10/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..82c9a6165bdbfa491a6ec429336f30f5a1c7e628
--- /dev/null
+++ b/golden-trajectory/boutique/performance/10/path1.json
@@ -0,0 +1,64 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-sp2s8                 2/2     Running   0          6m\ncartservice-7c5f46fc47-f25xj             2/2     Running   0          6m\ncheckoutservice-dbcdcb5fb-b45hp          2/2     Running   0          5m59s\ncurrencyservice-5cd6467fc4-2wttq         2/2     Running   0          5m59s\nemailservice-7dc7d85bcb-7znt5            2/2     Running   0          5m59s\nfrontend-6778bd7b8b-kt97k                2/2     Running   0          5m59s\npaymentservice-869f9f96cd-vm5wx          2/2     Running   0          5m58s\nproductcatalogservice-6fb89f98f8-lbbxh   2/2     Running   0          5m58s\nrecommendationservice-54dfdd6986-vd2ll   2/2     Running   0          5m58s\nredis-cart-58649b5469-574tb              2/2     Running   0          5m58s\nshippingservice-674c8c548d-d9m2g         2/2     Running   0          5m58s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 4,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-25 16:49:00 ~ 2025-12-25 16:50:55",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p95latency: Normal=4.74ms -> Current=37.82ms (+697.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 16:49:00 ~ 2025-12-25 16:50:55",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p95latency: Normal=28.86ms -> Current=76.12ms (+163.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 16:49:00 ~ 2025-12-25 16:50:55",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p95latency: Normal=31.63ms -> Current=65.66ms (+107.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-25 16:49:00 ~ 2025-12-25 16:50:55",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu_cfs] | Val: 0.679s (Throttled)",
+              "RESOURCE_SATURATION [cpu core] | Normal=0.00 cores -> Current=0.15 cores (+3196.4%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/10/path2.json b/golden-trajectory/boutique/performance/10/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..870393f7b4c375e6aa67131e70eef07a2b1774be
--- /dev/null
+++ b/golden-trajectory/boutique/performance/10/path2.json
@@ -0,0 +1,70 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-sp2s8                 2/2     Running   0          6m\ncartservice-7c5f46fc47-f25xj             2/2     Running   0          6m\ncheckoutservice-dbcdcb5fb-b45hp          2/2     Running   0          5m59s\ncurrencyservice-5cd6467fc4-2wttq         2/2     Running   0          5m59s\nemailservice-7dc7d85bcb-7znt5            2/2     Running   0          5m59s\nfrontend-6778bd7b8b-kt97k                2/2     Running   0          5m59s\npaymentservice-869f9f96cd-vm5wx          2/2     Running   0          5m58s\nproductcatalogservice-6fb89f98f8-lbbxh   2/2     Running   0          5m58s\nrecommendationservice-54dfdd6986-vd2ll   2/2     Running   0          5m58s\nredis-cart-58649b5469-574tb              2/2     Running   0          5m58s\nshippingservice-674c8c548d-d9m2g         2/2     Running   0          5m58s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 4,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-25 16:49:00 ~ 2025-12-25 16:50:55",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p95latency: Normal=4.74ms -> Current=37.82ms (+697.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 16:49:00 ~ 2025-12-25 16:50:55",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p95latency: Normal=28.86ms -> Current=76.12ms (+163.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 16:49:00 ~ 2025-12-25 16:50:55",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p95latency: Normal=31.63ms -> Current=65.66ms (+107.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-25 16:49:00 ~ 2025-12-25 16:50:55",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu_cfs] | Val: 0.679s (Throttled)",
+              "RESOURCE_SATURATION [cpu core] | Normal=0.00 cores -> Current=0.15 cores (+3196.4%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/11/path1.json b/golden-trajectory/boutique/performance/11/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6accf9a207295e30ce6e4181326b9eed66300400
--- /dev/null
+++ b/golden-trajectory/boutique/performance/11/path1.json
@@ -0,0 +1,56 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-cr7fr                 2/2     Running   0          5m45s\ncartservice-7c5f46fc47-4wg25             2/2     Running   0          5m45s\ncheckoutservice-dbcdcb5fb-mw8gl          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-jcjjm         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-kxk42            2/2     Running   0          5m44s\nfrontend-6778bd7b8b-dpd89                2/2     Running   0          5m44s\npaymentservice-869f9f96cd-lvjn5          2/2     Running   0          5m44s\nproductcatalogservice-6fb89f98f8-7n26j   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-b6lzd   2/2     Running   0          5m43s\nredis-cart-58649b5469-6qqtj              2/2     Running   0          5m43s\nshippingservice-674c8c548d-lnjk6         2/2     Running   0          5m43s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 16:56:11 ~ 2025-12-25 16:58:06",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p95latency: Normal=24.23ms -> Current=62.82ms (+159.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-25 16:56:11 ~ 2025-12-25 16:58:06",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu_cfs] | Val: 0.594s (Throttled)",
+              "RESOURCE_SATURATION [cpu core] | Normal=0.00 cores -> Current=0.15 cores (+3744.6%)",
+              "LATENCY_DEGRADATION [Slow Response] | shippingservice-p95latency: Normal=4.27ms -> Current=18.99ms (+345.1%)"
+            ]
+          },
+          {
+            "type": "Node",
+            "name": "worker-02",
+            "time_range": "2025-12-25 16:56:11 ~ 2025-12-25 16:58:06",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu utilization] | Normal=3.06% -> Current=5.09% (+66.5%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/11/path2.json b/golden-trajectory/boutique/performance/11/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f9e58020d0838db52d93e076d5110ac0182ea65
--- /dev/null
+++ b/golden-trajectory/boutique/performance/11/path2.json
@@ -0,0 +1,62 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-cr7fr                 2/2     Running   0          5m45s\ncartservice-7c5f46fc47-4wg25             2/2     Running   0          5m45s\ncheckoutservice-dbcdcb5fb-mw8gl          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-jcjjm         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-kxk42            2/2     Running   0          5m44s\nfrontend-6778bd7b8b-dpd89                2/2     Running   0          5m44s\npaymentservice-869f9f96cd-lvjn5          2/2     Running   0          5m44s\nproductcatalogservice-6fb89f98f8-7n26j   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-b6lzd   2/2     Running   0          5m43s\nredis-cart-58649b5469-6qqtj              2/2     Running   0          5m43s\nshippingservice-674c8c548d-lnjk6         2/2     Running   0          5m43s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 16:56:11 ~ 2025-12-25 16:58:06",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p95latency: Normal=24.23ms -> Current=62.82ms (+159.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-25 16:56:11 ~ 2025-12-25 16:58:06",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu_cfs] | Val: 0.594s (Throttled)",
+              "RESOURCE_SATURATION [cpu core] | Normal=0.00 cores -> Current=0.15 cores (+3744.6%)",
+              "LATENCY_DEGRADATION [Slow Response] | shippingservice-p95latency: Normal=4.27ms -> Current=18.99ms (+345.1%)"
+            ]
+          },
+          {
+            "type": "Node",
+            "name": "worker-02",
+            "time_range": "2025-12-25 16:56:11 ~ 2025-12-25 16:58:06",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu utilization] | Normal=3.06% -> Current=5.09% (+66.5%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/12/path1.json b/golden-trajectory/boutique/performance/12/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b91afb23afa5675382d0322e3c562058abfc506
--- /dev/null
+++ b/golden-trajectory/boutique/performance/12/path1.json
@@ -0,0 +1,53 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetErrorLogs"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-rj8l4                 2/2     Running   0          5m49s\ncartservice-7c5f46fc47-jw882             2/2     Running   0          5m48s\ncheckoutservice-dbcdcb5fb-t64m5          2/2     Running   0          5m48s\ncurrencyservice-5cd6467fc4-g2k8s         2/2     Running   0          5m48s\nemailservice-7dc7d85bcb-btnkl            2/2     Running   0          5m48s\nfrontend-6778bd7b8b-j6p82                2/2     Running   0          5m48s\npaymentservice-869f9f96cd-qwk4j          2/2     Running   0          5m47s\nproductcatalogservice-6fb89f98f8-dtl4f   2/2     Running   0          5m47s\nrecommendationservice-54dfdd6986-bf5wq   2/2     Running   0          5m47s\nredis-cart-58649b5469-fhjr6              2/2     Running   0          5m47s\nshippingservice-674c8c548d-g2dxf         2/2     Running   0          5m46s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 2,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-25 23:36:15 ~ 2025-12-25 23:38:10",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Outbound SURGE] | Normal=13.85pps -> Current=27.84pps (+100.9%)",
+              "THROUGHPUT_DROP [RPS] | Normal=10.92req/s -> Current=3.95req/s (-63.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | adservice-p50latency: Normal=2.96ms -> Current=59.89ms (+1920.7%) | adservice-p90latency: Normal=6.43ms -> Current=213.44ms (+3217.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 23:36:15 ~ 2025-12-25 23:38:10",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=49.81ms -> Current=222.77ms (+347.2%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetErrorLogs",
+      "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
+      "output": "\"{\\n  \\\"total_log_count\\\": 20489,\\n  \\\"total_errors\\\": 1452,\\n  \\\"total_error_ratio\\\": 0.0709,\\n  \\\"patterns\\\": [\\n    {\\n      \\\"pattern\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = Unavailable desc = upstream request timeout\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/<ID>\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"<TIME>\\\\\\\"}\\\",\\n      \\\"count\\\": 545,\\n      \\\"ratio\\\": 0.0266,\\n      \\\"sample\\\": \\\"2025-12-25T23:37:56.736165638+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = Unavailable desc = upstream request timeout\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"b7f8ab31-3a2f-4f7a-9631-024d672a6564\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/LS4PSXUNUM\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"be6b4d40-3d6d-4382-baef-8986a6215d16\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-12-25T15:37:56.736070303Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"pattern\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/<ID>\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"<TIME>\\\\\\\"}\\\",\\n      \\\"count\\\": 388,\\n      \\\"ratio\\\": 0.0189,\\n      \\\"sample\\\": \\\"2025-12-25T23:37:56.696011110+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"7191a53d-7f14-4fdb-b231-5c098bd1a847\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/L9ECAV7KIM\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"c3e4e735-888f-49d7-8529-d78f53ab1f62\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-12-25T15:37:56.695916867Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"pattern\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = Unavailable desc = upstream request timeout\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"<TIME>\\\\\\\"}\\\",\\n      \\\"count\\\": 306,\\n      \\\"ratio\\\": 0.0149,\\n      \\\"sample\\\": \\\"2025-12-25T23:37:56.641772779+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = Unavailable desc = upstream request timeout\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"0c2f82f5-da3b-46cc-b74f-ca7510c5a916\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"be0f92dd-4b22-4a02-8f2d-4b394f7f623e\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-12-25T15:37:56.641686851Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"pattern\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"<TIME>\\\\\\\"}\\\",\\n      \\\"count\\\": 210,\\n      \\\"ratio\\\": 0.0102,\\n      \\\"sample\\\": \\\"2025-12-25T23:37:56.476004465+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"failed to get ads: rpc error: code = DeadlineExceeded desc = context deadline exceeded\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"689e42ad-5ef2-48d2-ae69-dfdf62f90e05\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"failed to retrieve ads\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"0adb82f4-2f33-4168-b1cd-ccbfedee9dad\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"warning\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-12-25T15:37:56.475925011Z\\\\\\\"}\\\"\\n    },\\n    {\\n      \\\"pattern\\\": \\\"{\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/<ID>\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"<UUID>\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"<TIME>\\\\\\\"}\\\",\\n      \\\"count\\\": 3,\\n      \\\"ratio\\\": 0.0001,\\n      \\\"sample\\\": \\\"2025-12-25T23:39:14.260962417+08:00 {\\\\\\\"error\\\\\\\":\\\\\\\"could not retrieve product: rpc error: code = Canceled desc = context canceled\\\\\\\",\\\\\\\"http.req.id\\\\\\\":\\\\\\\"406c04b5-2ebf-40cd-a8ab-1932e7e1e479\\\\\\\",\\\\\\\"http.req.method\\\\\\\":\\\\\\\"GET\\\\\\\",\\\\\\\"http.req.path\\\\\\\":\\\\\\\"/product/9SIQT8TOJO\\\\\\\",\\\\\\\"message\\\\\\\":\\\\\\\"request error\\\\\\\",\\\\\\\"session\\\\\\\":\\\\\\\"a16eca8f-d261-439b-b2d9-362f5603537f\\\\\\\",\\\\\\\"severity\\\\\\\":\\\\\\\"error\\\\\\\",\\\\\\\"timestamp\\\\\\\":\\\\\\\"2025-12-25T15:39:14.260881521Z\\\\\\\"}\\\"\\n    }\\n  ]\\n}\""
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/12/path2.json b/golden-trajectory/boutique/performance/12/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..4554013018c21cd995312ea1a19e9624a31c4076
--- /dev/null
+++ b/golden-trajectory/boutique/performance/12/path2.json
@@ -0,0 +1,47 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-rj8l4                 2/2     Running   0          5m49s\ncartservice-7c5f46fc47-jw882             2/2     Running   0          5m48s\ncheckoutservice-dbcdcb5fb-t64m5          2/2     Running   0          5m48s\ncurrencyservice-5cd6467fc4-g2k8s         2/2     Running   0          5m48s\nemailservice-7dc7d85bcb-btnkl            2/2     Running   0          5m48s\nfrontend-6778bd7b8b-j6p82                2/2     Running   0          5m48s\npaymentservice-869f9f96cd-qwk4j          2/2     Running   0          5m47s\nproductcatalogservice-6fb89f98f8-dtl4f   2/2     Running   0          5m47s\nrecommendationservice-54dfdd6986-bf5wq   2/2     Running   0          5m47s\nredis-cart-58649b5469-fhjr6              2/2     Running   0          5m47s\nshippingservice-674c8c548d-g2dxf         2/2     Running   0          5m46s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 2,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-25 23:36:15 ~ 2025-12-25 23:38:10",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Outbound SURGE] | Normal=13.85pps -> Current=27.84pps (+100.9%)",
+              "THROUGHPUT_DROP [RPS] | Normal=10.92req/s -> Current=3.95req/s (-63.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | adservice-p50latency: Normal=2.96ms -> Current=59.89ms (+1920.7%) | adservice-p90latency: Normal=6.43ms -> Current=213.44ms (+3217.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 23:36:15 ~ 2025-12-25 23:38:10",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=49.81ms -> Current=222.77ms (+347.2%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/13/path1.json b/golden-trajectory/boutique/performance/13/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..71f7c886b843ddbf318f1dea9b631256576cd644
--- /dev/null
+++ b/golden-trajectory/boutique/performance/13/path1.json
@@ -0,0 +1,145 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-fnvcr                 2/2     Running   0          6m8s\ncartservice-7c5f46fc47-d5427             2/2     Running   0          6m7s\ncheckoutservice-dbcdcb5fb-8zdhx          2/2     Running   0          6m7s\ncurrencyservice-5cd6467fc4-9bmld         2/2     Running   0          6m7s\nemailservice-7dc7d85bcb-wqhcp            2/2     Running   0          6m7s\nfrontend-6778bd7b8b-jch4s                2/2     Running   0          6m6s\npaymentservice-869f9f96cd-j9v4j          2/2     Running   0          6m6s\nproductcatalogservice-6fb89f98f8-d4zkw   2/2     Running   0          6m6s\nrecommendationservice-54dfdd6986-8qc82   2/2     Running   0          6m6s\nredis-cart-58649b5469-dnhp8              2/2     Running   0          6m6s\nshippingservice-674c8c548d-z5hp7         2/2     Running   0          6m5s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 11,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=23.13pps -> Current=7.28pps (-68.5%) | Outbound: Normal=13.43pps -> Current=4.63pps (-65.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.42req/s -> Current=3.76req/s (-67.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=72.17pps -> Current=21.15pps (-70.7%) | Outbound: Normal=68.23pps -> Current=19.45pps (-71.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.48req/s -> Current=3.20req/s (-87.9%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=25.0% (-75.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p90latency: Normal=29.41ms -> Current=4758.50ms (+16079.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=40.24pps -> Current=17.14pps (-57.4%) | Outbound: Normal=52.15pps -> Current=18.93pps (-63.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p90latency: Normal=47.68ms -> Current=6553.37ms (+13643.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=156.48pps -> Current=51.74pps (-66.9%) | Outbound: Normal=153.64pps -> Current=49.20pps (-68.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=85.64req/s -> Current=35.12req/s (-59.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=7.82pps -> Current=3.36pps (-57.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.94req/s -> Current=0.91req/s (-69.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=355.96pps -> Current=150.10pps (-57.8%) | Outbound: Normal=385.16pps -> Current=163.80pps (-57.5%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=99.9% -> Cur=60.6% (-39.4%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=140.15ms -> Current=5456.41ms (+3793.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=8.14pps -> Current=3.73pps (-54.2%) | Outbound: Normal=7.07pps -> Current=3.10pps (-56.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.89req/s -> Current=0.99req/s (-65.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=148.30pps -> Current=53.38pps (-64.0%) | Outbound: Normal=115.96pps -> Current=37.81pps (-67.4%)",
+              "THROUGHPUT_DROP [RPS] | Normal=118.62req/s -> Current=45.79req/s (-61.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=45.93pps -> Current=14.78pps (-67.8%) | Outbound: Normal=49.89pps -> Current=15.95pps (-68.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=15.93req/s -> Current=5.17req/s (-67.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=43.56pps -> Current=9.22pps (-78.8%) | Outbound: Normal=30.06pps -> Current=7.11pps (-76.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=25.10pps -> Current=8.47pps (-66.2%) | Outbound: Normal=13.24pps -> Current=4.90pps (-63.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.71req/s -> Current=3.94req/s (-66.3%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/13/path2.json b/golden-trajectory/boutique/performance/13/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..71f7c886b843ddbf318f1dea9b631256576cd644
--- /dev/null
+++ b/golden-trajectory/boutique/performance/13/path2.json
@@ -0,0 +1,145 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-fnvcr                 2/2     Running   0          6m8s\ncartservice-7c5f46fc47-d5427             2/2     Running   0          6m7s\ncheckoutservice-dbcdcb5fb-8zdhx          2/2     Running   0          6m7s\ncurrencyservice-5cd6467fc4-9bmld         2/2     Running   0          6m7s\nemailservice-7dc7d85bcb-wqhcp            2/2     Running   0          6m7s\nfrontend-6778bd7b8b-jch4s                2/2     Running   0          6m6s\npaymentservice-869f9f96cd-j9v4j          2/2     Running   0          6m6s\nproductcatalogservice-6fb89f98f8-d4zkw   2/2     Running   0          6m6s\nrecommendationservice-54dfdd6986-8qc82   2/2     Running   0          6m6s\nredis-cart-58649b5469-dnhp8              2/2     Running   0          6m6s\nshippingservice-674c8c548d-z5hp7         2/2     Running   0          6m5s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 11,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=23.13pps -> Current=7.28pps (-68.5%) | Outbound: Normal=13.43pps -> Current=4.63pps (-65.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.42req/s -> Current=3.76req/s (-67.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=72.17pps -> Current=21.15pps (-70.7%) | Outbound: Normal=68.23pps -> Current=19.45pps (-71.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.48req/s -> Current=3.20req/s (-87.9%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=25.0% (-75.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p90latency: Normal=29.41ms -> Current=4758.50ms (+16079.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=40.24pps -> Current=17.14pps (-57.4%) | Outbound: Normal=52.15pps -> Current=18.93pps (-63.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p90latency: Normal=47.68ms -> Current=6553.37ms (+13643.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=156.48pps -> Current=51.74pps (-66.9%) | Outbound: Normal=153.64pps -> Current=49.20pps (-68.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=85.64req/s -> Current=35.12req/s (-59.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=7.82pps -> Current=3.36pps (-57.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.94req/s -> Current=0.91req/s (-69.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=355.96pps -> Current=150.10pps (-57.8%) | Outbound: Normal=385.16pps -> Current=163.80pps (-57.5%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=99.9% -> Cur=60.6% (-39.4%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=140.15ms -> Current=5456.41ms (+3793.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=8.14pps -> Current=3.73pps (-54.2%) | Outbound: Normal=7.07pps -> Current=3.10pps (-56.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.89req/s -> Current=0.99req/s (-65.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=148.30pps -> Current=53.38pps (-64.0%) | Outbound: Normal=115.96pps -> Current=37.81pps (-67.4%)",
+              "THROUGHPUT_DROP [RPS] | Normal=118.62req/s -> Current=45.79req/s (-61.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=45.93pps -> Current=14.78pps (-67.8%) | Outbound: Normal=49.89pps -> Current=15.95pps (-68.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=15.93req/s -> Current=5.17req/s (-67.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=43.56pps -> Current=9.22pps (-78.8%) | Outbound: Normal=30.06pps -> Current=7.11pps (-76.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-25 23:43:49 ~ 2025-12-25 23:45:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=25.10pps -> Current=8.47pps (-66.2%) | Outbound: Normal=13.24pps -> Current=4.90pps (-63.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.71req/s -> Current=3.94req/s (-66.3%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/14/path1.json b/golden-trajectory/boutique/performance/14/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ab3e5ef4e14836c60e9b3937ce0657682c59bff
--- /dev/null
+++ b/golden-trajectory/boutique/performance/14/path1.json
@@ -0,0 +1,59 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetErrorLogs",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-zf99j                 2/2     Running   0          5m46s\ncartservice-7c5f46fc47-fl6w9             2/2     Running   0          5m45s\ncheckoutservice-dbcdcb5fb-8rclq          2/2     Running   0          5m45s\ncurrencyservice-5cd6467fc4-bd4k4         2/2     Running   0          5m45s\nemailservice-7dc7d85bcb-z75cl            2/2     Running   0          5m45s\nfrontend-6778bd7b8b-smfcj                2/2     Running   0          5m45s\npaymentservice-869f9f96cd-s5bzx          2/2     Running   0          5m44s\nproductcatalogservice-6fb89f98f8-8hmjk   2/2     Running   0          5m44s\nrecommendationservice-54dfdd6986-mkvfz   2/2     Running   0          5m44s\nredis-cart-58649b5469-nr499              2/2     Running   0          5m44s\nshippingservice-674c8c548d-7mrds         2/2     Running   0          5m43s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 2,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 23:51:01 ~ 2025-12-25 23:52:56",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.07req/s -> Current=0.21req/s (-93.3%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=12.5% (-87.5%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.36ms -> Current=7528.76ms (+43265.2%) | checkoutservice-p90latency: Normal=30.51ms -> Current=23763.88ms (+77800.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 23:51:01 ~ 2025-12-25 23:52:56",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=37.16ms -> Current=8979.88ms (+24063.3%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetErrorLogs",
+      "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
+      "output": "\"\""
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/14/path2.json b/golden-trajectory/boutique/performance/14/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ab3e5ef4e14836c60e9b3937ce0657682c59bff
--- /dev/null
+++ b/golden-trajectory/boutique/performance/14/path2.json
@@ -0,0 +1,59 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetErrorLogs",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-zf99j                 2/2     Running   0          5m46s\ncartservice-7c5f46fc47-fl6w9             2/2     Running   0          5m45s\ncheckoutservice-dbcdcb5fb-8rclq          2/2     Running   0          5m45s\ncurrencyservice-5cd6467fc4-bd4k4         2/2     Running   0          5m45s\nemailservice-7dc7d85bcb-z75cl            2/2     Running   0          5m45s\nfrontend-6778bd7b8b-smfcj                2/2     Running   0          5m45s\npaymentservice-869f9f96cd-s5bzx          2/2     Running   0          5m44s\nproductcatalogservice-6fb89f98f8-8hmjk   2/2     Running   0          5m44s\nrecommendationservice-54dfdd6986-mkvfz   2/2     Running   0          5m44s\nredis-cart-58649b5469-nr499              2/2     Running   0          5m44s\nshippingservice-674c8c548d-7mrds         2/2     Running   0          5m43s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 2,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 23:51:01 ~ 2025-12-25 23:52:56",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.07req/s -> Current=0.21req/s (-93.3%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=12.5% (-87.5%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.36ms -> Current=7528.76ms (+43265.2%) | checkoutservice-p90latency: Normal=30.51ms -> Current=23763.88ms (+77800.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 23:51:01 ~ 2025-12-25 23:52:56",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=37.16ms -> Current=8979.88ms (+24063.3%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetErrorLogs",
+      "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
+      "output": "\"\""
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/15/path1.json b/golden-trajectory/boutique/performance/15/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..dfa95855c781e3d97204543595e54d02e9afb21e
--- /dev/null
+++ b/golden-trajectory/boutique/performance/15/path1.json
@@ -0,0 +1,55 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-chltq                 2/2     Running   0          5m45s\ncartservice-7c5f46fc47-r2jwv             2/2     Running   0          5m45s\ncheckoutservice-dbcdcb5fb-r84qg          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-gtwsl         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-hv4kj            2/2     Running   0          5m44s\nfrontend-6778bd7b8b-fzljs                2/2     Running   0          5m44s\npaymentservice-869f9f96cd-xccjk          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-5j5g4   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-7td8l   2/2     Running   0          5m43s\nredis-cart-58649b5469-5dpkd              2/2     Running   0          5m43s\nshippingservice-674c8c548d-fnln5         2/2     Running   0          5m43s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 23:58:12 ~ 2025-12-26 00:00:07",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.61ms -> Current=786.84ms (+4368.2%) | checkoutservice-p90latency: Normal=33.40ms -> Current=2937.82ms (+8695.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-25 23:58:12 ~ 2025-12-26 00:00:07",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=149.96pps -> Current=61.46pps (-59.0%) | Outbound: Normal=145.23pps -> Current=48.97pps (-66.3%)",
+              "LATENCY_DEGRADATION [Slow Response] | currencyservice-p90latency: Normal=3.82ms -> Current=921.97ms (+24005.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 23:58:12 ~ 2025-12-26 00:00:07",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.73ms -> Current=1406.30ms (+8843.0%) | frontend-p90latency: Normal=32.41ms -> Current=7937.56ms (+24393.7%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/15/path2.json b/golden-trajectory/boutique/performance/15/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..016da36b82dd412dc2a0ba80224ad99d9a8d72fe
--- /dev/null
+++ b/golden-trajectory/boutique/performance/15/path2.json
@@ -0,0 +1,61 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-chltq                 2/2     Running   0          5m45s\ncartservice-7c5f46fc47-r2jwv             2/2     Running   0          5m45s\ncheckoutservice-dbcdcb5fb-r84qg          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-gtwsl         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-hv4kj            2/2     Running   0          5m44s\nfrontend-6778bd7b8b-fzljs                2/2     Running   0          5m44s\npaymentservice-869f9f96cd-xccjk          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-5j5g4   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-7td8l   2/2     Running   0          5m43s\nredis-cart-58649b5469-5dpkd              2/2     Running   0          5m43s\nshippingservice-674c8c548d-fnln5         2/2     Running   0          5m43s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 23:58:12 ~ 2025-12-26 00:00:07",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.61ms -> Current=786.84ms (+4368.2%) | checkoutservice-p90latency: Normal=33.40ms -> Current=2937.82ms (+8695.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-25 23:58:12 ~ 2025-12-26 00:00:07",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=149.96pps -> Current=61.46pps (-59.0%) | Outbound: Normal=145.23pps -> Current=48.97pps (-66.3%)",
+              "LATENCY_DEGRADATION [Slow Response] | currencyservice-p90latency: Normal=3.82ms -> Current=921.97ms (+24005.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 23:58:12 ~ 2025-12-26 00:00:07",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.73ms -> Current=1406.30ms (+8843.0%) | frontend-p90latency: Normal=32.41ms -> Current=7937.56ms (+24393.7%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/16/path1.json b/golden-trajectory/boutique/performance/16/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2b3ca5edf8084bbed5819318c94caed9deb9a1c
--- /dev/null
+++ b/golden-trajectory/boutique/performance/16/path1.json
@@ -0,0 +1,54 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-4mgtz                 2/2     Running   0          5m45s\ncartservice-7c5f46fc47-kzf44             2/2     Running   0          5m45s\ncheckoutservice-dbcdcb5fb-f4nqc          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-gr2hj         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-qtklm            2/2     Running   0          5m44s\nfrontend-6778bd7b8b-tgc2d                2/2     Running   0          5m44s\npaymentservice-869f9f96cd-vhfmk          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-gzfw9   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-52cdx   2/2     Running   0          5m43s\nredis-cart-58649b5469-pjq5z              2/2     Running   0          5m43s\nshippingservice-674c8c548d-xwjmm         2/2     Running   0          5m43s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:05:23 ~ 2025-12-26 00:07:18",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.36ms -> Current=516.72ms (+2876.3%) | checkoutservice-p90latency: Normal=28.40ms -> Current=948.48ms (+3239.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-26 00:05:23 ~ 2025-12-26 00:07:18",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | emailservice-p90latency: Normal=4.80ms -> Current=895.90ms (+18581.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:05:23 ~ 2025-12-26 00:07:18",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=40.77ms -> Current=574.70ms (+1309.8%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/16/path2.json b/golden-trajectory/boutique/performance/16/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e976bfbdc4cbfa3501122386ff24a48bb058393
--- /dev/null
+++ b/golden-trajectory/boutique/performance/16/path2.json
@@ -0,0 +1,60 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-4mgtz                 2/2     Running   0          5m45s\ncartservice-7c5f46fc47-kzf44             2/2     Running   0          5m45s\ncheckoutservice-dbcdcb5fb-f4nqc          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-gr2hj         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-qtklm            2/2     Running   0          5m44s\nfrontend-6778bd7b8b-tgc2d                2/2     Running   0          5m44s\npaymentservice-869f9f96cd-vhfmk          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-gzfw9   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-52cdx   2/2     Running   0          5m43s\nredis-cart-58649b5469-pjq5z              2/2     Running   0          5m43s\nshippingservice-674c8c548d-xwjmm         2/2     Running   0          5m43s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:05:23 ~ 2025-12-26 00:07:18",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.36ms -> Current=516.72ms (+2876.3%) | checkoutservice-p90latency: Normal=28.40ms -> Current=948.48ms (+3239.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-26 00:05:23 ~ 2025-12-26 00:07:18",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | emailservice-p90latency: Normal=4.80ms -> Current=895.90ms (+18581.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:05:23 ~ 2025-12-26 00:07:18",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=40.77ms -> Current=574.70ms (+1309.8%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/17/path1.json b/golden-trajectory/boutique/performance/17/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..37afb6c4c228083c8364abbd284e1090ab6d710b
--- /dev/null
+++ b/golden-trajectory/boutique/performance/17/path1.json
@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-88jzk                 2/2     Running   0          5m44s\ncartservice-7c5f46fc47-5m2v8             2/2     Running   0          5m44s\ncheckoutservice-dbcdcb5fb-8469l          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-xvz7g         2/2     Running   0          5m43s\nemailservice-7dc7d85bcb-f9jmc            2/2     Running   0          5m43s\nfrontend-6778bd7b8b-285tv                2/2     Running   0          5m43s\npaymentservice-869f9f96cd-f74wr          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-4x4pv   2/2     Running   0          5m42s\nrecommendationservice-54dfdd6986-4v4qr   2/2     Running   0          5m42s\nredis-cart-58649b5469-6pbcs              2/2     Running   0          5m42s\nshippingservice-674c8c548d-2dqfx         2/2     Running   0          5m42s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 11,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=23.98pps -> Current=8.09pps (-66.3%) | Outbound: Normal=13.34pps -> Current=6.53pps (-51.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.76req/s -> Current=3.85req/s (-67.3%)",
+              "LATENCY_DEGRADATION [Slow Response] | adservice-p90latency: Normal=4.85ms -> Current=185.61ms (+3725.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=71.14pps -> Current=23.03pps (-67.6%) | Outbound: Normal=67.16pps -> Current=23.50pps (-65.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.71req/s -> Current=9.16req/s (-65.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p90latency: Normal=4.74ms -> Current=1870.28ms (+39373.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=39.31pps -> Current=13.61pps (-65.4%) | Outbound: Normal=51.87pps -> Current=17.00pps (-67.2%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.94req/s -> Current=0.95req/s (-67.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p90latency: Normal=26.44ms -> Current=1942.85ms (+7247.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=137.41pps -> Current=34.03pps (-75.2%) | Outbound: Normal=132.31pps -> Current=34.24pps (-74.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=84.18req/s -> Current=28.54req/s (-66.1%)",
+              "LATENCY_DEGRADATION [Slow Response] | currencyservice-p90latency: Normal=3.84ms -> Current=1953.92ms (+50815.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=7.55pps -> Current=3.72pps (-50.6%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.90req/s -> Current=0.94req/s (-67.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=387.46pps -> Current=132.33pps (-65.8%) | Outbound: Normal=424.90pps -> Current=140.37pps (-67.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.52req/s -> Current=8.56req/s (-67.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.98ms -> Current=11338.53ms (+70835.9%) | frontend-p90latency: Normal=32.91ms -> Current=25144.41ms (+76309.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=7.83pps -> Current=3.75pps (-52.1%) | Outbound: Normal=7.09pps -> Current=3.23pps (-54.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.94req/s -> Current=0.93req/s (-68.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=153.85pps -> Current=36.70pps (-76.1%) | Outbound: Normal=120.93pps -> Current=29.19pps (-75.9%)",
+              "THROUGHPUT_DROP [RPS] | Normal=124.07req/s -> Current=44.06req/s (-64.5%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p90latency: Normal=0.49ms -> Current=1981.95ms (+401918.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=44.71pps -> Current=15.69pps (-64.9%) | Outbound: Normal=48.16pps -> Current=16.93pps (-64.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=16.82req/s -> Current=5.69req/s (-66.2%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p90latency: Normal=4.82ms -> Current=2015.17ms (+41751.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=44.23pps -> Current=15.29pps (-65.4%) | Outbound: Normal=30.38pps -> Current=9.03pps (-70.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=23.83pps -> Current=8.47pps (-64.4%) | Outbound: Normal=12.88pps -> Current=5.03pps (-61.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=12.06req/s -> Current=4.05req/s (-66.4%)",
+              "LATENCY_DEGRADATION [Slow Response] | shippingservice-p90latency: Normal=4.07ms -> Current=1456.82ms (+35692.4%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/17/path2.json b/golden-trajectory/boutique/performance/17/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b755dba2ae2eb9cdfc1c8497ea2a66c1227e408
--- /dev/null
+++ b/golden-trajectory/boutique/performance/17/path2.json
@@ -0,0 +1,150 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-88jzk                 2/2     Running   0          5m44s\ncartservice-7c5f46fc47-5m2v8             2/2     Running   0          5m44s\ncheckoutservice-dbcdcb5fb-8469l          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-xvz7g         2/2     Running   0          5m43s\nemailservice-7dc7d85bcb-f9jmc            2/2     Running   0          5m43s\nfrontend-6778bd7b8b-285tv                2/2     Running   0          5m43s\npaymentservice-869f9f96cd-f74wr          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-4x4pv   2/2     Running   0          5m42s\nrecommendationservice-54dfdd6986-4v4qr   2/2     Running   0          5m42s\nredis-cart-58649b5469-6pbcs              2/2     Running   0          5m42s\nshippingservice-674c8c548d-2dqfx         2/2     Running   0          5m42s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 11,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=23.98pps -> Current=8.09pps (-66.3%) | Outbound: Normal=13.34pps -> Current=6.53pps (-51.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.76req/s -> Current=3.85req/s (-67.3%)",
+              "LATENCY_DEGRADATION [Slow Response] | adservice-p90latency: Normal=4.85ms -> Current=185.61ms (+3725.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=71.14pps -> Current=23.03pps (-67.6%) | Outbound: Normal=67.16pps -> Current=23.50pps (-65.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.71req/s -> Current=9.16req/s (-65.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p90latency: Normal=4.74ms -> Current=1870.28ms (+39373.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=39.31pps -> Current=13.61pps (-65.4%) | Outbound: Normal=51.87pps -> Current=17.00pps (-67.2%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.94req/s -> Current=0.95req/s (-67.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p90latency: Normal=26.44ms -> Current=1942.85ms (+7247.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=137.41pps -> Current=34.03pps (-75.2%) | Outbound: Normal=132.31pps -> Current=34.24pps (-74.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=84.18req/s -> Current=28.54req/s (-66.1%)",
+              "LATENCY_DEGRADATION [Slow Response] | currencyservice-p90latency: Normal=3.84ms -> Current=1953.92ms (+50815.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=7.55pps -> Current=3.72pps (-50.6%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.90req/s -> Current=0.94req/s (-67.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=387.46pps -> Current=132.33pps (-65.8%) | Outbound: Normal=424.90pps -> Current=140.37pps (-67.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.52req/s -> Current=8.56req/s (-67.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.98ms -> Current=11338.53ms (+70835.9%) | frontend-p90latency: Normal=32.91ms -> Current=25144.41ms (+76309.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=7.83pps -> Current=3.75pps (-52.1%) | Outbound: Normal=7.09pps -> Current=3.23pps (-54.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.94req/s -> Current=0.93req/s (-68.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=153.85pps -> Current=36.70pps (-76.1%) | Outbound: Normal=120.93pps -> Current=29.19pps (-75.9%)",
+              "THROUGHPUT_DROP [RPS] | Normal=124.07req/s -> Current=44.06req/s (-64.5%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p90latency: Normal=0.49ms -> Current=1981.95ms (+401918.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=44.71pps -> Current=15.69pps (-64.9%) | Outbound: Normal=48.16pps -> Current=16.93pps (-64.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=16.82req/s -> Current=5.69req/s (-66.2%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p90latency: Normal=4.82ms -> Current=2015.17ms (+41751.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=44.23pps -> Current=15.29pps (-65.4%) | Outbound: Normal=30.38pps -> Current=9.03pps (-70.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 00:12:34 ~ 2025-12-26 00:14:29",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=23.83pps -> Current=8.47pps (-64.4%) | Outbound: Normal=12.88pps -> Current=5.03pps (-61.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=12.06req/s -> Current=4.05req/s (-66.4%)",
+              "LATENCY_DEGRADATION [Slow Response] | shippingservice-p90latency: Normal=4.07ms -> Current=1456.82ms (+35692.4%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/18/path1.json b/golden-trajectory/boutique/performance/18/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5925480f164cb2000d3c799a9aceaa6f1ed243c
--- /dev/null
+++ b/golden-trajectory/boutique/performance/18/path1.json
@@ -0,0 +1,60 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-vcfgl                 2/2     Running   0          5m44s\ncartservice-7c5f46fc47-gc6pk             2/2     Running   0          5m44s\ncheckoutservice-dbcdcb5fb-z72zh          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-hhvlp         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-qxkbs            2/2     Running   0          5m43s\nfrontend-6778bd7b8b-mjtwm                2/2     Running   0          5m43s\npaymentservice-869f9f96cd-4w74d          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-xfdtn   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-chm66   2/2     Running   0          5m42s\nredis-cart-58649b5469-wb7l5              2/2     Running   0          5m42s\nshippingservice-674c8c548d-dd4jw         2/2     Running   0          5m42s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:19:43 ~ 2025-12-26 00:21:38",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.05ms -> Current=1367.53ms (+7921.8%) | checkoutservice-p90latency: Normal=24.44ms -> Current=2380.35ms (+9640.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:19:43 ~ 2025-12-26 00:21:38",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=45.76ms -> Current=1567.24ms (+3324.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 00:19:43 ~ 2025-12-26 00:21:38",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | paymentservice-p90latency: Normal=4.81ms -> Current=2259.93ms (+46921.7%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/18/path2.json b/golden-trajectory/boutique/performance/18/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5925480f164cb2000d3c799a9aceaa6f1ed243c
--- /dev/null
+++ b/golden-trajectory/boutique/performance/18/path2.json
@@ -0,0 +1,60 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-vcfgl                 2/2     Running   0          5m44s\ncartservice-7c5f46fc47-gc6pk             2/2     Running   0          5m44s\ncheckoutservice-dbcdcb5fb-z72zh          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-hhvlp         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-qxkbs            2/2     Running   0          5m43s\nfrontend-6778bd7b8b-mjtwm                2/2     Running   0          5m43s\npaymentservice-869f9f96cd-4w74d          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-xfdtn   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-chm66   2/2     Running   0          5m42s\nredis-cart-58649b5469-wb7l5              2/2     Running   0          5m42s\nshippingservice-674c8c548d-dd4jw         2/2     Running   0          5m42s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:19:43 ~ 2025-12-26 00:21:38",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.05ms -> Current=1367.53ms (+7921.8%) | checkoutservice-p90latency: Normal=24.44ms -> Current=2380.35ms (+9640.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:19:43 ~ 2025-12-26 00:21:38",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=45.76ms -> Current=1567.24ms (+3324.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 00:19:43 ~ 2025-12-26 00:21:38",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | paymentservice-p90latency: Normal=4.81ms -> Current=2259.93ms (+46921.7%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/19/path1.json b/golden-trajectory/boutique/performance/19/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e4aa022109cdcbb38c3f71c4cbc36b3bfd62360
--- /dev/null
+++ b/golden-trajectory/boutique/performance/19/path1.json
@@ -0,0 +1,131 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-hsbmw                 2/2     Running   0          5m47s\ncartservice-7c5f46fc47-b2khd             2/2     Running   0          5m47s\ncheckoutservice-dbcdcb5fb-xkvzm          2/2     Running   0          5m47s\ncurrencyservice-5cd6467fc4-8ldj9         2/2     Running   0          5m47s\nemailservice-7dc7d85bcb-qrxtd            2/2     Running   0          5m46s\nfrontend-6778bd7b8b-wv7gz                2/2     Running   0          5m46s\npaymentservice-869f9f96cd-8j7vr          2/2     Running   0          5m46s\nproductcatalogservice-6fb89f98f8-7wzjc   2/2     Running   0          5m46s\nrecommendationservice-54dfdd6986-m2zf9   2/2     Running   0          5m45s\nredis-cart-58649b5469-ktgwc              2/2     Running   0          5m45s\nshippingservice-674c8c548d-n4cth         2/2     Running   0          5m45s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 10,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.12pps -> Current=10.64pps (-55.9%) | Outbound: Normal=13.60pps -> Current=6.05pps (-55.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=12.01req/s -> Current=6.17req/s (-48.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=77.32pps -> Current=38.21pps (-50.6%) | Outbound: Normal=72.43pps -> Current=36.80pps (-49.2%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.52req/s -> Current=14.16req/s (-48.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p90latency: Normal=31.15ms -> Current=1876.66ms (+5924.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=146.61pps -> Current=65.72pps (-55.2%) | Outbound: Normal=144.18pps -> Current=61.12pps (-57.6%)",
+              "THROUGHPUT_DROP [RPS] | Normal=89.30req/s -> Current=45.61req/s (-48.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=390.23pps -> Current=163.84pps (-58.0%) | Outbound: Normal=422.82pps -> Current=189.90pps (-55.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.73req/s -> Current=14.10req/s (-49.1%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.78ms -> Current=3709.72ms (+23404.3%) | frontend-p90latency: Normal=33.68ms -> Current=9342.48ms (+27635.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.18req/s -> Current=1.73req/s (-45.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=154.40pps -> Current=61.96pps (-59.9%) | Outbound: Normal=121.71pps -> Current=48.35pps (-60.3%)",
+              "THROUGHPUT_DROP [RPS] | Normal=124.53req/s -> Current=62.21req/s (-50.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p50latency: Normal=0.26ms -> Current=197.17ms (+75940.6%) | productcatalogservice-p90latency: Normal=0.49ms -> Current=1701.13ms (+345237.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.01ms -> Current=828.55ms (+27439.5%) | recommendationservice-p90latency: Normal=4.82ms -> Current=2734.51ms (+56677.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=45.07pps -> Current=24.40pps (-45.9%) | Outbound: Normal=31.60pps -> Current=14.89pps (-52.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.93pps -> Current=11.77pps (-52.8%) | Outbound: Normal=13.44pps -> Current=6.48pps (-51.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=12.38req/s -> Current=6.38req/s (-48.5%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/19/path2.json b/golden-trajectory/boutique/performance/19/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e4aa022109cdcbb38c3f71c4cbc36b3bfd62360
--- /dev/null
+++ b/golden-trajectory/boutique/performance/19/path2.json
@@ -0,0 +1,131 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-hsbmw                 2/2     Running   0          5m47s\ncartservice-7c5f46fc47-b2khd             2/2     Running   0          5m47s\ncheckoutservice-dbcdcb5fb-xkvzm          2/2     Running   0          5m47s\ncurrencyservice-5cd6467fc4-8ldj9         2/2     Running   0          5m47s\nemailservice-7dc7d85bcb-qrxtd            2/2     Running   0          5m46s\nfrontend-6778bd7b8b-wv7gz                2/2     Running   0          5m46s\npaymentservice-869f9f96cd-8j7vr          2/2     Running   0          5m46s\nproductcatalogservice-6fb89f98f8-7wzjc   2/2     Running   0          5m46s\nrecommendationservice-54dfdd6986-m2zf9   2/2     Running   0          5m45s\nredis-cart-58649b5469-ktgwc              2/2     Running   0          5m45s\nshippingservice-674c8c548d-n4cth         2/2     Running   0          5m45s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 10,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.12pps -> Current=10.64pps (-55.9%) | Outbound: Normal=13.60pps -> Current=6.05pps (-55.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=12.01req/s -> Current=6.17req/s (-48.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=77.32pps -> Current=38.21pps (-50.6%) | Outbound: Normal=72.43pps -> Current=36.80pps (-49.2%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.52req/s -> Current=14.16req/s (-48.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p90latency: Normal=31.15ms -> Current=1876.66ms (+5924.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=146.61pps -> Current=65.72pps (-55.2%) | Outbound: Normal=144.18pps -> Current=61.12pps (-57.6%)",
+              "THROUGHPUT_DROP [RPS] | Normal=89.30req/s -> Current=45.61req/s (-48.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=390.23pps -> Current=163.84pps (-58.0%) | Outbound: Normal=422.82pps -> Current=189.90pps (-55.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.73req/s -> Current=14.10req/s (-49.1%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.78ms -> Current=3709.72ms (+23404.3%) | frontend-p90latency: Normal=33.68ms -> Current=9342.48ms (+27635.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.18req/s -> Current=1.73req/s (-45.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=154.40pps -> Current=61.96pps (-59.9%) | Outbound: Normal=121.71pps -> Current=48.35pps (-60.3%)",
+              "THROUGHPUT_DROP [RPS] | Normal=124.53req/s -> Current=62.21req/s (-50.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p50latency: Normal=0.26ms -> Current=197.17ms (+75940.6%) | productcatalogservice-p90latency: Normal=0.49ms -> Current=1701.13ms (+345237.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.01ms -> Current=828.55ms (+27439.5%) | recommendationservice-p90latency: Normal=4.82ms -> Current=2734.51ms (+56677.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=45.07pps -> Current=24.40pps (-45.9%) | Outbound: Normal=31.60pps -> Current=14.89pps (-52.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 00:26:56 ~ 2025-12-26 00:28:51",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.93pps -> Current=11.77pps (-52.8%) | Outbound: Normal=13.44pps -> Current=6.48pps (-51.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=12.38req/s -> Current=6.38req/s (-48.5%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/2/path1.json b/golden-trajectory/boutique/performance/2/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f56f3ecb955114ec9bd6b4afc6226190a09c3cf
--- /dev/null
+++ b/golden-trajectory/boutique/performance/2/path1.json
@@ -0,0 +1,56 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-np86k                 2/2     Running   0          5m48s\ncartservice-7c5f46fc47-5jrjd             2/2     Running   0          5m48s\ncheckoutservice-dbcdcb5fb-bpn6c          2/2     Running   0          5m48s\ncurrencyservice-5cd6467fc4-5tm97         2/2     Running   0          5m47s\nemailservice-7dc7d85bcb-nzj9t            2/2     Running   0          5m47s\nfrontend-6778bd7b8b-6nvbp                2/2     Running   0          5m47s\npaymentservice-869f9f96cd-t6crf          2/2     Running   0          5m47s\nproductcatalogservice-6fb89f98f8-k9rnc   2/2     Running   0          5m46s\nrecommendationservice-54dfdd6986-d27lf   2/2     Running   0          5m46s\nredis-cart-58649b5469-4p8z5              2/2     Running   0          5m46s\nshippingservice-674c8c548d-9jrw6         2/2     Running   0          5m46s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-25 15:50:32 ~ 2025-12-25 15:52:27",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu_cfs] | Val: 0.811s (Throttled)",
+              "RESOURCE_SATURATION [cpu core] | Normal=0.02 cores -> Current=0.16 cores (+544.6%)",
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p95latency: Normal=10.77ms -> Current=83.83ms (+678.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 15:50:32 ~ 2025-12-25 15:52:27",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p95latency: Normal=31.43ms -> Current=129.15ms (+310.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 15:50:32 ~ 2025-12-25 15:52:27",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p95latency: Normal=34.73ms -> Current=134.55ms (+287.4%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/2/path2.json b/golden-trajectory/boutique/performance/2/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..88d8364eee4f72a46c55a287e4c7db71e77c84d1
--- /dev/null
+++ b/golden-trajectory/boutique/performance/2/path2.json
@@ -0,0 +1,62 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-np86k                 2/2     Running   0          5m48s\ncartservice-7c5f46fc47-5jrjd             2/2     Running   0          5m48s\ncheckoutservice-dbcdcb5fb-bpn6c          2/2     Running   0          5m48s\ncurrencyservice-5cd6467fc4-5tm97         2/2     Running   0          5m47s\nemailservice-7dc7d85bcb-nzj9t            2/2     Running   0          5m47s\nfrontend-6778bd7b8b-6nvbp                2/2     Running   0          5m47s\npaymentservice-869f9f96cd-t6crf          2/2     Running   0          5m47s\nproductcatalogservice-6fb89f98f8-k9rnc   2/2     Running   0          5m46s\nrecommendationservice-54dfdd6986-d27lf   2/2     Running   0          5m46s\nredis-cart-58649b5469-4p8z5              2/2     Running   0          5m46s\nshippingservice-674c8c548d-9jrw6         2/2     Running   0          5m46s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-25 15:50:32 ~ 2025-12-25 15:52:27",
+            "status": "ABNORMAL",
+            "evidence": [
+              "RESOURCE_SATURATION [cpu_cfs] | Val: 0.811s (Throttled)",
+              "RESOURCE_SATURATION [cpu core] | Normal=0.02 cores -> Current=0.16 cores (+544.6%)",
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p95latency: Normal=10.77ms -> Current=83.83ms (+678.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-25 15:50:32 ~ 2025-12-25 15:52:27",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p95latency: Normal=31.43ms -> Current=129.15ms (+310.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-25 15:50:32 ~ 2025-12-25 15:52:27",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p95latency: Normal=34.73ms -> Current=134.55ms (+287.4%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/20/path1.json b/golden-trajectory/boutique/performance/20/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..575c96d6d0e813d81a563d013d9728eb10049a00
--- /dev/null
+++ b/golden-trajectory/boutique/performance/20/path1.json
@@ -0,0 +1,67 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-zrrlw                 2/2     Running   0          5m44s\ncartservice-7c5f46fc47-cw4vx             2/2     Running   0          5m44s\ncheckoutservice-dbcdcb5fb-mb77r          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-ctzpl         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-fjnwn            2/2     Running   0          5m43s\nfrontend-6778bd7b8b-95nln                2/2     Running   0          5m43s\npaymentservice-869f9f96cd-5kgt9          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-nmbrs   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-b998d   2/2     Running   0          5m42s\nredis-cart-58649b5469-qbrrh              2/2     Running   0          5m42s\nshippingservice-674c8c548d-cdrd2         2/2     Running   0          5m42s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 4,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 00:34:07 ~ 2025-12-26 00:36:02",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.40pps -> Current=12.08pps (-50.5%) | Outbound: Normal=13.64pps -> Current=6.78pps (-50.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:34:07 ~ 2025-12-26 00:36:02",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=412.50pps -> Current=201.90pps (-51.1%) | Outbound: Normal=451.39pps -> Current=234.61pps (-48.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.88ms -> Current=3586.68ms (+22483.0%) | frontend-p90latency: Normal=36.11ms -> Current=8453.46ms (+23311.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 00:34:07 ~ 2025-12-26 00:36:02",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=151.55pps -> Current=61.93pps (-59.1%) | Outbound: Normal=119.38pps -> Current=48.34pps (-59.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=129.43req/s -> Current=69.58req/s (-46.2%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p90latency: Normal=0.49ms -> Current=576.22ms (+116649.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 00:34:07 ~ 2025-12-26 00:36:02",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=17.20req/s -> Current=8.46req/s (-50.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.01ms -> Current=4370.55ms (+145299.7%) | recommendationservice-p90latency: Normal=4.81ms -> Current=8603.86ms (+178745.4%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/20/path2.json b/golden-trajectory/boutique/performance/20/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..891b1cea046beb4ff9cb57174eca62c0ff095776
--- /dev/null
+++ b/golden-trajectory/boutique/performance/20/path2.json
@@ -0,0 +1,73 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-zrrlw                 2/2     Running   0          5m44s\ncartservice-7c5f46fc47-cw4vx             2/2     Running   0          5m44s\ncheckoutservice-dbcdcb5fb-mb77r          2/2     Running   0          5m44s\ncurrencyservice-5cd6467fc4-ctzpl         2/2     Running   0          5m44s\nemailservice-7dc7d85bcb-fjnwn            2/2     Running   0          5m43s\nfrontend-6778bd7b8b-95nln                2/2     Running   0          5m43s\npaymentservice-869f9f96cd-5kgt9          2/2     Running   0          5m43s\nproductcatalogservice-6fb89f98f8-nmbrs   2/2     Running   0          5m43s\nrecommendationservice-54dfdd6986-b998d   2/2     Running   0          5m42s\nredis-cart-58649b5469-qbrrh              2/2     Running   0          5m42s\nshippingservice-674c8c548d-cdrd2         2/2     Running   0          5m42s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 4,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 00:34:07 ~ 2025-12-26 00:36:02",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.40pps -> Current=12.08pps (-50.5%) | Outbound: Normal=13.64pps -> Current=6.78pps (-50.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:34:07 ~ 2025-12-26 00:36:02",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=412.50pps -> Current=201.90pps (-51.1%) | Outbound: Normal=451.39pps -> Current=234.61pps (-48.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.88ms -> Current=3586.68ms (+22483.0%) | frontend-p90latency: Normal=36.11ms -> Current=8453.46ms (+23311.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 00:34:07 ~ 2025-12-26 00:36:02",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=151.55pps -> Current=61.93pps (-59.1%) | Outbound: Normal=119.38pps -> Current=48.34pps (-59.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=129.43req/s -> Current=69.58req/s (-46.2%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p90latency: Normal=0.49ms -> Current=576.22ms (+116649.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 00:34:07 ~ 2025-12-26 00:36:02",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=17.20req/s -> Current=8.46req/s (-50.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.01ms -> Current=4370.55ms (+145299.7%) | recommendationservice-p90latency: Normal=4.81ms -> Current=8603.86ms (+178745.4%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/21/path1.json b/golden-trajectory/boutique/performance/21/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fcb4a04c3b2c7d33af4e8d30eb15cb31a0af510
--- /dev/null
+++ b/golden-trajectory/boutique/performance/21/path1.json
@@ -0,0 +1,56 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-snmxg                 2/2     Running   0          5m53s\ncartservice-7c5f46fc47-4hxzw             2/2     Running   0          5m52s\ncheckoutservice-dbcdcb5fb-p2gl7          2/2     Running   0          5m52s\ncurrencyservice-5cd6467fc4-dff4v         2/2     Running   0          5m52s\nemailservice-7dc7d85bcb-fbgsp            2/2     Running   0          5m52s\nfrontend-6778bd7b8b-zb2ml                2/2     Running   0          5m51s\npaymentservice-869f9f96cd-5mkrh          2/2     Running   0          5m51s\nproductcatalogservice-6fb89f98f8-dgt28   2/2     Running   0          5m51s\nrecommendationservice-54dfdd6986-kjtj9   2/2     Running   0          5m51s\nredis-cart-58649b5469-bccnz              2/2     Running   0          5m51s\nshippingservice-674c8c548d-dbrs7         2/2     Running   0          5m50s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:48:40 ~ 2025-12-26 00:50:35",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p90latency: Normal=39.87ms -> Current=3589.07ms (+8901.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:48:40 ~ 2025-12-26 00:50:35",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=45.02ms -> Current=2043.89ms (+4439.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 00:48:40 ~ 2025-12-26 00:50:35",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=12.06req/s -> Current=1.01req/s (-91.6%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=16.7% (-83.3%)",
+              "LATENCY_DEGRADATION [Slow Response] | shippingservice-p90latency: Normal=4.18ms -> Current=1716.67ms (+40939.2%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/21/path2.json b/golden-trajectory/boutique/performance/21/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..a49652bbd871a703f9e5f92490642524e517d7a8
--- /dev/null
+++ b/golden-trajectory/boutique/performance/21/path2.json
@@ -0,0 +1,62 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetServiceDependencies"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE\nadservice-d68dfc56-snmxg                 2/2     Running   0          5m53s\ncartservice-7c5f46fc47-4hxzw             2/2     Running   0          5m52s\ncheckoutservice-dbcdcb5fb-p2gl7          2/2     Running   0          5m52s\ncurrencyservice-5cd6467fc4-dff4v         2/2     Running   0          5m52s\nemailservice-7dc7d85bcb-fbgsp            2/2     Running   0          5m52s\nfrontend-6778bd7b8b-zb2ml                2/2     Running   0          5m51s\npaymentservice-869f9f96cd-5mkrh          2/2     Running   0          5m51s\nproductcatalogservice-6fb89f98f8-dgt28   2/2     Running   0          5m51s\nrecommendationservice-54dfdd6986-kjtj9   2/2     Running   0          5m51s\nredis-cart-58649b5469-bccnz              2/2     Running   0          5m51s\nshippingservice-674c8c548d-dbrs7         2/2     Running   0          5m50s\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 3,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 00:48:40 ~ 2025-12-26 00:50:35",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p90latency: Normal=39.87ms -> Current=3589.07ms (+8901.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 00:48:40 ~ 2025-12-26 00:50:35",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p90latency: Normal=45.02ms -> Current=2043.89ms (+4439.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 00:48:40 ~ 2025-12-26 00:50:35",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=12.06req/s -> Current=1.01req/s (-91.6%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=16.7% (-83.3%)",
+              "LATENCY_DEGRADATION [Slow Response] | shippingservice-p90latency: Normal=4.18ms -> Current=1716.67ms (+40939.2%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/22/path1.json b/golden-trajectory/boutique/performance/22/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9307ef65c7bf48844b8eaa6f625f3c6ce43cd72d
--- /dev/null
+++ b/golden-trajectory/boutique/performance/22/path1.json
@@ -0,0 +1,128 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-56qbz                 2/2     Running   0          6m7s   172.20.2.40   worker-02   <none>           <none>\ncartservice-7c5f46fc47-qcjjv             2/2     Running   0          6m7s   172.20.1.25   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-d8lz9          2/2     Running   0          6m7s   172.20.2.41   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-8mhsg         2/2     Running   0          6m7s   172.20.1.26   worker-01   <none>           <none>\nemailservice-7dc7d85bcb-hk5zq            2/2     Running   0          6m7s   172.20.2.42   worker-02   <none>           <none>\nfrontend-6778bd7b8b-qxs75                2/2     Running   0          6m6s   172.20.1.27   worker-01   <none>           <none>\npaymentservice-869f9f96cd-96gz4          2/2     Running   0          6m6s   172.20.2.43   worker-02   <none>           <none>\nproductcatalogservice-6fb89f98f8-nkzxf   2/2     Running   0          6m6s   172.20.1.28   worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-95kbh   2/2     Running   0          6m6s   172.20.2.44   worker-02   <none>           <none>\nredis-cart-58649b5469-k4xlw              2/2     Running   0          6m5s   172.20.1.29   worker-01   <none>           <none>\nshippingservice-674c8c548d-cn5cr         2/2     Running   0          6m5s   172.20.2.45   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 10,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=12.33req/s -> Current=6.20req/s (-49.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | adservice-p90latency: Normal=5.63ms -> Current=205.27ms (+3548.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.09req/s -> Current=0.36req/s (-88.4%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=25.0% (-75.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.55ms -> Current=3632.62ms (+20595.1%) | checkoutservice-p90latency: Normal=24.37ms -> Current=9185.01ms (+37597.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=149.46pps -> Current=76.52pps (-48.8%) | Outbound: Normal=144.35pps -> Current=72.71pps (-49.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.03req/s -> Current=1.16req/s (-61.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=398.31pps -> Current=171.12pps (-57.0%) | Outbound: Normal=429.06pps -> Current=198.78pps (-53.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.08req/s -> Current=14.45req/s (-46.6%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.96ms -> Current=3480.10ms (+21709.5%) | frontend-p90latency: Normal=37.42ms -> Current=10221.84ms (+27217.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.04req/s -> Current=1.34req/s (-56.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=149.52pps -> Current=52.56pps (-64.8%) | Outbound: Normal=117.49pps -> Current=40.72pps (-65.3%)",
+              "THROUGHPUT_DROP [RPS] | Normal=121.01req/s -> Current=65.59req/s (-45.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p90latency: Normal=1.48ms -> Current=606.48ms (+40823.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=49.20pps -> Current=21.94pps (-55.4%)",
+              "THROUGHPUT_DROP [RPS] | Normal=16.02req/s -> Current=8.33req/s (-48.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.01ms -> Current=4328.87ms (+143716.3%) | recommendationservice-p90latency: Normal=4.82ms -> Current=8500.55ms (+176303.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=30.06pps -> Current=14.75pps (-50.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=23.55pps -> Current=9.97pps (-57.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.71req/s -> Current=2.95req/s (-74.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | shippingservice-p90latency: Normal=4.32ms -> Current=1846.45ms (+42649.9%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/22/path2.json b/golden-trajectory/boutique/performance/22/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..9307ef65c7bf48844b8eaa6f625f3c6ce43cd72d
--- /dev/null
+++ b/golden-trajectory/boutique/performance/22/path2.json
@@ -0,0 +1,128 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE    IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-56qbz                 2/2     Running   0          6m7s   172.20.2.40   worker-02   <none>           <none>\ncartservice-7c5f46fc47-qcjjv             2/2     Running   0          6m7s   172.20.1.25   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-d8lz9          2/2     Running   0          6m7s   172.20.2.41   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-8mhsg         2/2     Running   0          6m7s   172.20.1.26   worker-01   <none>           <none>\nemailservice-7dc7d85bcb-hk5zq            2/2     Running   0          6m7s   172.20.2.42   worker-02   <none>           <none>\nfrontend-6778bd7b8b-qxs75                2/2     Running   0          6m6s   172.20.1.27   worker-01   <none>           <none>\npaymentservice-869f9f96cd-96gz4          2/2     Running   0          6m6s   172.20.2.43   worker-02   <none>           <none>\nproductcatalogservice-6fb89f98f8-nkzxf   2/2     Running   0          6m6s   172.20.1.28   worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-95kbh   2/2     Running   0          6m6s   172.20.2.44   worker-02   <none>           <none>\nredis-cart-58649b5469-k4xlw              2/2     Running   0          6m5s   172.20.1.29   worker-01   <none>           <none>\nshippingservice-674c8c548d-cn5cr         2/2     Running   0          6m5s   172.20.2.45   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 10,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=12.33req/s -> Current=6.20req/s (-49.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | adservice-p90latency: Normal=5.63ms -> Current=205.27ms (+3548.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.09req/s -> Current=0.36req/s (-88.4%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=25.0% (-75.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.55ms -> Current=3632.62ms (+20595.1%) | checkoutservice-p90latency: Normal=24.37ms -> Current=9185.01ms (+37597.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=149.46pps -> Current=76.52pps (-48.8%) | Outbound: Normal=144.35pps -> Current=72.71pps (-49.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.03req/s -> Current=1.16req/s (-61.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=398.31pps -> Current=171.12pps (-57.0%) | Outbound: Normal=429.06pps -> Current=198.78pps (-53.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.08req/s -> Current=14.45req/s (-46.6%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=15.96ms -> Current=3480.10ms (+21709.5%) | frontend-p90latency: Normal=37.42ms -> Current=10221.84ms (+27217.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.04req/s -> Current=1.34req/s (-56.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=149.52pps -> Current=52.56pps (-64.8%) | Outbound: Normal=117.49pps -> Current=40.72pps (-65.3%)",
+              "THROUGHPUT_DROP [RPS] | Normal=121.01req/s -> Current=65.59req/s (-45.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p90latency: Normal=1.48ms -> Current=606.48ms (+40823.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=49.20pps -> Current=21.94pps (-55.4%)",
+              "THROUGHPUT_DROP [RPS] | Normal=16.02req/s -> Current=8.33req/s (-48.0%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.01ms -> Current=4328.87ms (+143716.3%) | recommendationservice-p90latency: Normal=4.82ms -> Current=8500.55ms (+176303.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=30.06pps -> Current=14.75pps (-50.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 12:23:21 ~ 2025-12-26 12:25:16",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=23.55pps -> Current=9.97pps (-57.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.71req/s -> Current=2.95req/s (-74.8%)",
+              "LATENCY_DEGRADATION [Slow Response] | shippingservice-p90latency: Normal=4.32ms -> Current=1846.45ms (+42649.9%)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/23/path1.json b/golden-trajectory/boutique/performance/23/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..00c6511f432a26cd1caaa9c753487e59866c7520
--- /dev/null
+++ b/golden-trajectory/boutique/performance/23/path1.json
@@ -0,0 +1,146 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-6f89c99b76-tqqgl               2/2     Running   0          6m10s   172.20.1.142   worker-01   <none>           <none>\ncartservice-7c5f46fc47-rvmzc             2/2     Running   0          6m11s   172.20.2.217   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-k8977         2/2     Running   0          6m12s   172.20.1.139   worker-01   <none>           <none>\ncurrencyservice-5bc9dbdf66-4k9bh         2/2     Running   0          6m11s   172.20.2.216   worker-02   <none>           <none>\nemailservice-c86b9b8f6-dxnjc             2/2     Running   0          6m11s   172.20.2.218   worker-02   <none>           <none>\nfrontend-6778bd7b8b-sqrn7                2/2     Running   0          6m11s   172.20.1.140   worker-01   <none>           <none>\npaymentservice-64b6c744b5-7sbpf          2/2     Running   0          6m11s   172.20.1.141   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-lkxw4   2/2     Running   0          6m10s   172.20.2.219   worker-02   <none>           <none>\nrecommendationservice-786899779d-fpndn   2/2     Running   0          6m10s   172.20.2.220   worker-02   <none>           <none>\nredis-cart-64b9db6f79-8fxhg              2/2     Running   0          6m10s   172.20.1.143   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-l59l4         2/2     Running   0          6m12s   172.20.2.215   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 12,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.07pps -> Current=7.35pps (-69.5%) | Outbound: Normal=14.09pps -> Current=4.82pps (-65.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.79req/s -> Current=3.86req/s (-67.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=74.36pps -> Current=25.85pps (-65.2%) | Outbound: Normal=70.35pps -> Current=25.52pps (-63.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.92req/s -> Current=8.65req/s (-67.9%)",
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p50latency: Normal=2.45ms -> Current=1236.06ms (+50450.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=44.52pps -> Current=16.24pps (-63.5%) | Outbound: Normal=59.64pps -> Current=20.47pps (-65.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=3.26req/s -> Current=0.92req/s (-71.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.60ms -> Current=7004.69ms (+39696.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=129.34pps -> Current=44.12pps (-65.9%) | Outbound: Normal=126.24pps -> Current=37.28pps (-70.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=85.58req/s -> Current=28.75req/s (-66.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.28req/s -> Current=0.93req/s (-71.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=385.91pps -> Current=108.65pps (-71.8%) | Outbound: Normal=416.23pps -> Current=129.61pps (-68.9%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.47req/s -> Current=8.77req/s (-66.9%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=16.05ms -> Current=11557.08ms (+71921.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=9.64pps -> Current=4.27pps (-55.7%) | Outbound: Normal=9.01pps -> Current=3.86pps (-57.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=3.27req/s -> Current=0.92req/s (-71.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=151.11pps -> Current=44.27pps (-70.7%) | Outbound: Normal=118.56pps -> Current=33.20pps (-72.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=120.89req/s -> Current=39.67req/s (-67.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=45.20pps -> Current=20.39pps (-54.9%) | Outbound: Normal=49.84pps -> Current=21.61pps (-56.6%)",
+              "THROUGHPUT_DROP [RPS] | Normal=16.54req/s -> Current=5.28req/s (-68.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=43.09pps -> Current=14.92pps (-65.4%) | Outbound: Normal=29.92pps -> Current=12.21pps (-59.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=12.21req/s -> Current=3.62req/s (-70.4%)"
+            ]
+          },
+          {
+            "type": "Node",
+            "name": "worker-02",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "NETWORK_QUALITY_DEGRADED [TCP Retransmission] | Normal=0.00retrans -> Current=0.92retrans (New Spike)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/23/path2.json b/golden-trajectory/boutique/performance/23/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..00c6511f432a26cd1caaa9c753487e59866c7520
--- /dev/null
+++ b/golden-trajectory/boutique/performance/23/path2.json
@@ -0,0 +1,146 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-6f89c99b76-tqqgl               2/2     Running   0          6m10s   172.20.1.142   worker-01   <none>           <none>\ncartservice-7c5f46fc47-rvmzc             2/2     Running   0          6m11s   172.20.2.217   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-k8977         2/2     Running   0          6m12s   172.20.1.139   worker-01   <none>           <none>\ncurrencyservice-5bc9dbdf66-4k9bh         2/2     Running   0          6m11s   172.20.2.216   worker-02   <none>           <none>\nemailservice-c86b9b8f6-dxnjc             2/2     Running   0          6m11s   172.20.2.218   worker-02   <none>           <none>\nfrontend-6778bd7b8b-sqrn7                2/2     Running   0          6m11s   172.20.1.140   worker-01   <none>           <none>\npaymentservice-64b6c744b5-7sbpf          2/2     Running   0          6m11s   172.20.1.141   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-lkxw4   2/2     Running   0          6m10s   172.20.2.219   worker-02   <none>           <none>\nrecommendationservice-786899779d-fpndn   2/2     Running   0          6m10s   172.20.2.220   worker-02   <none>           <none>\nredis-cart-64b9db6f79-8fxhg              2/2     Running   0          6m10s   172.20.1.143   worker-01   <none>           <none>\nshippingservice-7ff54bf6b6-l59l4         2/2     Running   0          6m12s   172.20.2.215   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 12,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.07pps -> Current=7.35pps (-69.5%) | Outbound: Normal=14.09pps -> Current=4.82pps (-65.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.79req/s -> Current=3.86req/s (-67.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=74.36pps -> Current=25.85pps (-65.2%) | Outbound: Normal=70.35pps -> Current=25.52pps (-63.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.92req/s -> Current=8.65req/s (-67.9%)",
+              "LATENCY_DEGRADATION [Slow Response] | cartservice-p50latency: Normal=2.45ms -> Current=1236.06ms (+50450.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=44.52pps -> Current=16.24pps (-63.5%) | Outbound: Normal=59.64pps -> Current=20.47pps (-65.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=3.26req/s -> Current=0.92req/s (-71.7%)",
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.60ms -> Current=7004.69ms (+39696.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=129.34pps -> Current=44.12pps (-65.9%) | Outbound: Normal=126.24pps -> Current=37.28pps (-70.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=85.58req/s -> Current=28.75req/s (-66.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=3.28req/s -> Current=0.93req/s (-71.6%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=385.91pps -> Current=108.65pps (-71.8%) | Outbound: Normal=416.23pps -> Current=129.61pps (-68.9%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.47req/s -> Current=8.77req/s (-66.9%)",
+              "LATENCY_DEGRADATION [Slow Response] | frontend-p50latency: Normal=16.05ms -> Current=11557.08ms (+71921.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=9.64pps -> Current=4.27pps (-55.7%) | Outbound: Normal=9.01pps -> Current=3.86pps (-57.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=3.27req/s -> Current=0.92req/s (-71.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=151.11pps -> Current=44.27pps (-70.7%) | Outbound: Normal=118.56pps -> Current=33.20pps (-72.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=120.89req/s -> Current=39.67req/s (-67.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=45.20pps -> Current=20.39pps (-54.9%) | Outbound: Normal=49.84pps -> Current=21.61pps (-56.6%)",
+              "THROUGHPUT_DROP [RPS] | Normal=16.54req/s -> Current=5.28req/s (-68.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=43.09pps -> Current=14.92pps (-65.4%) | Outbound: Normal=29.92pps -> Current=12.21pps (-59.2%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=12.21req/s -> Current=3.62req/s (-70.4%)"
+            ]
+          },
+          {
+            "type": "Node",
+            "name": "worker-02",
+            "time_range": "2026-01-17 20:09:14 ~ 2026-01-17 20:11:09",
+            "status": "ABNORMAL",
+            "evidence": [
+              "NETWORK_QUALITY_DEGRADED [TCP Retransmission] | Normal=0.00retrans -> Current=0.92retrans (New Spike)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/24/path1.json b/golden-trajectory/boutique/performance/24/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..51853102231bf4c9825a6c3b25b037944032911e
--- /dev/null
+++ b/golden-trajectory/boutique/performance/24/path1.json
@@ -0,0 +1,123 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-6f89c99b76-7xt56               2/2     Running   0          6m12s   172.20.2.223   worker-02   <none>           <none>\ncartservice-7c5f46fc47-xb4pg             2/2     Running   0          6m12s   172.20.2.222   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-44nx5         2/2     Running   0          6m11s   172.20.2.224   worker-02   <none>           <none>\ncurrencyservice-5bc9dbdf66-65x7m         2/2     Running   0          6m11s   172.20.1.148   worker-01   <none>           <none>\nemailservice-c86b9b8f6-knbzk             2/2     Running   0          6m12s   172.20.1.147   worker-01   <none>           <none>\nfrontend-6778bd7b8b-j2rhf                2/2     Running   0          6m11s   172.20.1.149   worker-01   <none>           <none>\npaymentservice-64b6c744b5-q7m7w          2/2     Running   0          6m13s   172.20.1.145   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-hqg2f   2/2     Running   0          6m12s   172.20.1.146   worker-01   <none>           <none>\nrecommendationservice-786899779d-g26hj   2/2     Running   0          6m11s   172.20.2.225   worker-02   <none>           <none>\nredis-cart-64b9db6f79-t2h9z              2/2     Running   0          6m12s   172.20.2.226   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-g476j         2/2     Running   0          6m13s   172.20.2.221   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 10,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=76.0% (-24.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=73.47pps -> Current=36.85pps (-49.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.07req/s -> Current=14.20req/s (-45.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.35ms -> Current=3559.79ms (+20420.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=153.34pps -> Current=43.27pps (-71.8%) | Outbound: Normal=148.71pps -> Current=41.24pps (-72.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=387.28pps -> Current=95.28pps (-75.4%) | Outbound: Normal=418.00pps -> Current=100.42pps (-76.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.40req/s -> Current=4.90req/s (-81.4%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=99.9% -> Cur=37.5% (-62.4%)",
+              "LATENCY_MISSING [Data Vanished] | Metrics dropped to zero/NaN"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=142.23pps -> Current=52.27pps (-63.2%) | Outbound: Normal=111.19pps -> Current=40.38pps (-63.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=121.03req/s -> Current=61.28req/s (-49.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=15.98req/s -> Current=8.32req/s (-47.9%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.01ms -> Current=1186.20ms (+39362.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=44.69pps -> Current=22.52pps (-49.6%) | Outbound: Normal=30.88pps -> Current=13.61pps (-55.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=11.25req/s -> Current=6.03req/s (-46.4%)"
+            ]
+          },
+          {
+            "type": "Node",
+            "name": "worker-01",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "NETWORK_QUALITY_DEGRADED [TCP Retransmission] | Normal=0.00retrans -> Current=0.70retrans (New Spike)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/24/path2.json b/golden-trajectory/boutique/performance/24/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..51853102231bf4c9825a6c3b25b037944032911e
--- /dev/null
+++ b/golden-trajectory/boutique/performance/24/path2.json
@@ -0,0 +1,123 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE     IP             NODE        NOMINATED NODE   READINESS GATES\nadservice-6f89c99b76-7xt56               2/2     Running   0          6m12s   172.20.2.223   worker-02   <none>           <none>\ncartservice-7c5f46fc47-xb4pg             2/2     Running   0          6m12s   172.20.2.222   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-44nx5         2/2     Running   0          6m11s   172.20.2.224   worker-02   <none>           <none>\ncurrencyservice-5bc9dbdf66-65x7m         2/2     Running   0          6m11s   172.20.1.148   worker-01   <none>           <none>\nemailservice-c86b9b8f6-knbzk             2/2     Running   0          6m12s   172.20.1.147   worker-01   <none>           <none>\nfrontend-6778bd7b8b-j2rhf                2/2     Running   0          6m11s   172.20.1.149   worker-01   <none>           <none>\npaymentservice-64b6c744b5-q7m7w          2/2     Running   0          6m13s   172.20.1.145   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-hqg2f   2/2     Running   0          6m12s   172.20.1.146   worker-01   <none>           <none>\nrecommendationservice-786899779d-g26hj   2/2     Running   0          6m11s   172.20.2.225   worker-02   <none>           <none>\nredis-cart-64b9db6f79-t2h9z              2/2     Running   0          6m12s   172.20.2.226   worker-02   <none>           <none>\nshippingservice-7ff54bf6b6-g476j         2/2     Running   0          6m13s   172.20.2.221   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 10,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "ERROR_SPIKE [Success Rate Drop] | Normal=100.0% -> Cur=76.0% (-24.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=73.47pps -> Current=36.85pps (-49.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.07req/s -> Current=14.20req/s (-45.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "LATENCY_DEGRADATION [Slow Response] | checkoutservice-p50latency: Normal=17.35ms -> Current=3559.79ms (+20420.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=153.34pps -> Current=43.27pps (-71.8%) | Outbound: Normal=148.71pps -> Current=41.24pps (-72.3%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=387.28pps -> Current=95.28pps (-75.4%) | Outbound: Normal=418.00pps -> Current=100.42pps (-76.0%)",
+              "THROUGHPUT_DROP [RPS] | Normal=26.40req/s -> Current=4.90req/s (-81.4%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=99.9% -> Cur=37.5% (-62.4%)",
+              "LATENCY_MISSING [Data Vanished] | Metrics dropped to zero/NaN"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=142.23pps -> Current=52.27pps (-63.2%) | Outbound: Normal=111.19pps -> Current=40.38pps (-63.7%)",
+              "THROUGHPUT_DROP [RPS] | Normal=121.03req/s -> Current=61.28req/s (-49.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=15.98req/s -> Current=8.32req/s (-47.9%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.01ms -> Current=1186.20ms (+39362.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=44.69pps -> Current=22.52pps (-49.6%) | Outbound: Normal=30.88pps -> Current=13.61pps (-55.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=11.25req/s -> Current=6.03req/s (-46.4%)"
+            ]
+          },
+          {
+            "type": "Node",
+            "name": "worker-01",
+            "time_range": "2026-01-17 20:18:09 ~ 2026-01-17 20:20:04",
+            "status": "ABNORMAL",
+            "evidence": [
+              "NETWORK_QUALITY_DEGRADED [TCP Retransmission] | Normal=0.00retrans -> Current=0.70retrans (New Spike)"
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/golden-trajectory/boutique/performance/25/path1.json b/golden-trajectory/boutique/performance/25/path1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7da88e3dcd838a154a8873a4953918d1e42b3ae
--- /dev/null
+++ b/golden-trajectory/boutique/performance/25/path1.json
@@ -0,0 +1,267 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 7,
+    "total_trace_steps": 7,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetErrorLogs",
+      "GetErrorLogs",
+      "GetErrorLogs",
+      "GetServiceDependencies",
+      "GetClusterConfiguration"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE     IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-2wlcl                 2/2     Running   0          6m17s   172.20.2.28   worker-02   <none>           <none>\ncartservice-7c5f46fc47-qlfqb             2/2     Running   0          6m17s   172.20.1.15   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-jdzjx          2/2     Running   0          6m16s   172.20.2.29   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-m8q77         2/2     Running   0          6m16s   172.20.1.16   worker-01   <none>           <none>\nemailservice-7dc7d85bcb-nskqc            2/2     Running   0          6m16s   172.20.2.30   worker-02   <none>           <none>\nfrontend-5ccff9fb49-99gtr                2/2     Running   0          6m16s   172.20.2.31   worker-02   <none>           <none>\npaymentservice-869f9f96cd-nnhjl          2/2     Running   0          6m16s   172.20.1.17   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-gv626   2/2     Running   0          6m15s   172.20.1.18   worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-p2cms   2/2     Running   0          6m15s   172.20.2.32   worker-02   <none>           <none>\nredis-cart-58649b5469-xgnjh              2/2     Running   0          6m15s   172.20.1.19   worker-01   <none>           <none>\nshippingservice-674c8c548d-dvq7x         2/2     Running   0          6m15s   172.20.2.33   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 11,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=24.20pps -> Current=8.52pps (-64.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=12.26req/s -> Current=3.94req/s (-67.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=71.41pps -> Current=23.24pps (-67.5%) | Outbound: Normal=67.80pps -> Current=24.75pps (-63.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.01req/s -> Current=9.17req/s (-66.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=48.65pps -> Current=16.95pps (-65.2%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.81req/s -> Current=0.43req/s (-84.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=147.63pps -> Current=37.24pps (-74.8%) | Outbound: Normal=140.39pps -> Current=40.84pps (-70.9%)",
+              "THROUGHPUT_DROP [RPS] | Normal=90.27req/s -> Current=30.70req/s (-66.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=2.92req/s -> Current=0.97req/s (-66.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=377.34pps -> Current=98.22pps (-74.0%) | Outbound: Normal=410.08pps -> Current=99.38pps (-75.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.32req/s -> Current=3.73req/s (-86.3%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=99.9% -> Cur=25.0% (-74.9%)",
+              "LATENCY_MISSING [Data Vanished] | Metrics dropped to zero/NaN"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=7.97pps -> Current=3.70pps (-53.6%) | Outbound: Normal=7.34pps -> Current=3.22pps (-56.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.88req/s -> Current=0.99req/s (-65.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=155.53pps -> Current=44.49pps (-71.4%) | Outbound: Normal=121.81pps -> Current=40.97pps (-66.4%)",
+              "THROUGHPUT_DROP [RPS] | Normal=122.23req/s -> Current=41.13req/s (-66.3%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p90latency: Normal=2.50ms -> Current=1158.68ms (+46268.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=43.75pps -> Current=14.54pps (-66.8%) | Outbound: Normal=47.51pps -> Current=15.29pps (-67.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=16.36req/s -> Current=5.33req/s (-67.5%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.00ms -> Current=946.61ms (+31411.7%) | recommendationservice-p90latency: Normal=4.81ms -> Current=2151.41ms (+44646.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=43.06pps -> Current=14.29pps (-66.8%) | Outbound: Normal=29.79pps -> Current=8.51pps (-71.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.72pps -> Current=6.90pps (-72.1%) | Outbound: Normal=13.25pps -> Current=4.62pps (-65.2%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.72req/s -> Current=3.82req/s (-67.4%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetErrorLogs",
+      "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
+      "output": "\"\""
+    },
+    {
+      "tool_name": "GetErrorLogs",
+      "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'productcatalogservice'}",
+      "output": "\"\""
+    },
+    {
+      "tool_name": "GetErrorLogs",
+      "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'recommendationservice'}",
+      "output": "\"\""
+    },
+    {
+      "tool_name": "GetServiceDependencies",
+      "calling": "tool_name='GetServiceDependencies' arguments={service_name: 'frontend'}",
+      "output": "[Service]: frontend (Entrypoint)\n[Upstream (Called By)]: (User Traffic)\n[Downstream (Calls)]:\nfrontend\n├── adservice\n├── recommendationservice\n│   └── productcatalogservice\n├── productcatalogservice\n├── checkoutservice\n│   ├── productcatalogservice\n│   ├── shippingservice\n│   ├── currencyservice\n│   ├── paymentservice\n│   ├── emailservice\n│   └── cartservice\n│       └── redis-cart  <-- (Database)\n├── shippingservice\n├── cartservice\n│   └── redis-cart      <-- (Database)\n└── currencyservice"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}
diff --git a/golden-trajectory/boutique/performance/25/path2.json b/golden-trajectory/boutique/performance/25/path2.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e47153e31187f6340c5b36deab831e64d7e52d7
--- /dev/null
+++ b/golden-trajectory/boutique/performance/25/path2.json
@@ -0,0 +1,157 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "GetAlerts",
+      "GetErrorLogs",
+      "DescribeResource",
+      "CheckServiceConnectivity"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: False, output_wide: True, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE     IP            NODE        NOMINATED NODE   READINESS GATES\nadservice-d68dfc56-2wlcl                 2/2     Running   0          6m17s   172.20.2.28   worker-02   <none>           <none>\ncartservice-7c5f46fc47-qlfqb             2/2     Running   0          6m17s   172.20.1.15   worker-01   <none>           <none>\ncheckoutservice-dbcdcb5fb-jdzjx          2/2     Running   0          6m16s   172.20.2.29   worker-02   <none>           <none>\ncurrencyservice-5cd6467fc4-m8q77         2/2     Running   0          6m16s   172.20.1.16   worker-01   <none>           <none>\nemailservice-7dc7d85bcb-nskqc            2/2     Running   0          6m16s   172.20.2.30   worker-02   <none>           <none>\nfrontend-5ccff9fb49-99gtr                2/2     Running   0          6m16s   172.20.2.31   worker-02   <none>           <none>\npaymentservice-869f9f96cd-nnhjl          2/2     Running   0          6m16s   172.20.1.17   worker-01   <none>           <none>\nproductcatalogservice-6fb89f98f8-gv626   2/2     Running   0          6m15s   172.20.1.18   worker-01   <none>           <none>\nrecommendationservice-54dfdd6986-p2cms   2/2     Running   0          6m15s   172.20.2.32   worker-02   <none>           <none>\nredis-cart-58649b5469-xgnjh              2/2     Running   0          6m15s   172.20.1.19   worker-01   <none>           <none>\nshippingservice-674c8c548d-dvq7x         2/2     Running   0          6m15s   172.20.2.33   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "GetAlerts",
+      "calling": "tool_name='GetAlerts' arguments={}",
+      "output": {
+        "status": "has_anomalies",
+        "alert_count": 11,
+        "alerts": [
+          {
+            "type": "Service",
+            "name": "adservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=24.20pps -> Current=8.52pps (-64.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=12.26req/s -> Current=3.94req/s (-67.8%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "cartservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=71.41pps -> Current=23.24pps (-67.5%) | Outbound: Normal=67.80pps -> Current=24.75pps (-63.5%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.01req/s -> Current=9.17req/s (-66.1%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "checkoutservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Normal=48.65pps -> Current=16.95pps (-65.2%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.81req/s -> Current=0.43req/s (-84.7%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "currencyservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=147.63pps -> Current=37.24pps (-74.8%) | Outbound: Normal=140.39pps -> Current=40.84pps (-70.9%)",
+              "THROUGHPUT_DROP [RPS] | Normal=90.27req/s -> Current=30.70req/s (-66.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "emailservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "THROUGHPUT_DROP [RPS] | Normal=2.92req/s -> Current=0.97req/s (-66.9%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "frontend",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=377.34pps -> Current=98.22pps (-74.0%) | Outbound: Normal=410.08pps -> Current=99.38pps (-75.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=27.32req/s -> Current=3.73req/s (-86.3%)",
+              "ERROR_SPIKE [Success Rate Drop] | Normal=99.9% -> Cur=25.0% (-74.9%)",
+              "LATENCY_MISSING [Data Vanished] | Metrics dropped to zero/NaN"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "paymentservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=7.97pps -> Current=3.70pps (-53.6%) | Outbound: Normal=7.34pps -> Current=3.22pps (-56.1%)",
+              "THROUGHPUT_DROP [RPS] | Normal=2.88req/s -> Current=0.99req/s (-65.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "productcatalogservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=155.53pps -> Current=44.49pps (-71.4%) | Outbound: Normal=121.81pps -> Current=40.97pps (-66.4%)",
+              "THROUGHPUT_DROP [RPS] | Normal=122.23req/s -> Current=41.13req/s (-66.3%)",
+              "LATENCY_DEGRADATION [Slow Response] | productcatalogservice-p90latency: Normal=2.50ms -> Current=1158.68ms (+46268.0%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "recommendationservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=43.75pps -> Current=14.54pps (-66.8%) | Outbound: Normal=47.51pps -> Current=15.29pps (-67.8%)",
+              "THROUGHPUT_DROP [RPS] | Normal=16.36req/s -> Current=5.33req/s (-67.5%)",
+              "LATENCY_DEGRADATION [Slow Response] | recommendationservice-p50latency: Normal=3.00ms -> Current=946.61ms (+31411.7%) | recommendationservice-p90latency: Normal=4.81ms -> Current=2151.41ms (+44646.5%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "redis-cart",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=43.06pps -> Current=14.29pps (-66.8%) | Outbound: Normal=29.79pps -> Current=8.51pps (-71.4%)"
+            ]
+          },
+          {
+            "type": "Service",
+            "name": "shippingservice",
+            "time_range": "2025-12-26 11:38:49 ~ 2025-12-26 11:40:44",
+            "status": "ABNORMAL",
+            "evidence": [
+              "TRAFFIC_ANOMALY [Network Drop] | Inbound: Normal=24.72pps -> Current=6.90pps (-72.1%) | Outbound: Normal=13.25pps -> Current=4.62pps (-65.2%)",
+              "THROUGHPUT_DROP [RPS] | Normal=11.72req/s -> Current=3.82req/s (-67.4%)"
+            ]
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetErrorLogs",
+      "calling": "tool_name='GetErrorLogs' arguments={namespace: 'boutique', service_name: 'frontend'}",
+      "output": "\"\""
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-5ccff9fb49-99gtr'}",
+      "output": "Name:             frontend-5ccff9fb49-99gtr\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             worker-02/192.168.0.53\nStart Time:       Fri, 26 Dec 2025 11:35:54 +0800\nLabels:           app=frontend\n                  networking.istio.io/tunnel=http\n                  pod-template-hash=5ccff9fb49\n                  security.istio.io/tlsMode=istio\n                  service.istio.io/canonical-name=frontend\n                  service.istio.io/canonical-revision=latest\nAnnotations:      istio.io/rev: default\n                  kubectl.kubernetes.io/default-container: server\n                  kubectl.kubernetes.io/default-logs-container: server\n                  prometheus.io/path: /stats/prometheus\n                  prometheus.io/port: 15020\n                  prometheus.io/scrape: true\n                  sidecar.istio.io/interceptionMode: REDIRECT\n                  sidecar.istio.io/rewriteAppHTTPProbers: true\n                  sidecar.istio.io/status:\n                    {\"initContainers\":[\"istio-validation\"],\"containers\":[\"istio-proxy\"],\"volumes\":[\"workload-socket\",\"credential-socket\",\"workload-certs\",\"ist...\n                  traffic.sidecar.istio.io/excludeInboundPorts: 15020\n                  traffic.sidecar.istio.io/includeInboundPorts: *\n                  traffic.sidecar.istio.io/includeOutboundIPRanges: *\nStatus:           Running\nIP:               172.20.2.31\nIPs:\n  IP:           172.20.2.31\nControlled By:  ReplicaSet/frontend-5ccff9fb49\nInit Containers:\n  istio-validation:\n    Container ID:  containerd://63047c1864a1af0e8636906b82963264c0424c6cccbbb1107035dcad483545ce\n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n    Port:          <none>\n    Host Port:     <none>\n    Args:\n      istio-iptables\n      -p\n      15001\n      -z\n      15006\n      -u\n      1337\n      -m\n      REDIRECT\n      -i\n      *\n      -x\n      \n      -b\n      *\n      -d\n      15090,15021,15020\n      --log_output_level=default:info\n      --run-validation\n      --skip-rule-apply\n    State:          Terminated\n      Reason:       Completed\n      Exit Code:    0\n      Started:      Fri, 26 Dec 2025 11:35:55 +0800\n      Finished:     Fri, 26 Dec 2025 11:35:55 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:     100m\n      memory:  128Mi\n    Environment:\n      ISTIO_META_ENABLE_HBONE:  true\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9vsw9 (ro)\nContainers:\n  server:\n    Container ID:   containerd://ffcaf333c5fbfa25e797cb3432c00c748510eddde4450549737c89c06be6bc61\n    Image:          us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\n    Image ID:       us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend@sha256:83f44050fc5ea5999ea04a940e687d7bd5ad357fcf6e6f5944e5e32de006bbdb\n    Port:           8080/TCP\n    Host Port:      0/TCP\n    State:          Running\n      Started:      Fri, 26 Dec 2025 11:35:56 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:     100m\n      memory:  64Mi\n    Environment:\n      PORT:                             8080\n      PRODUCT_CATALOG_SERVICE_ADDR:     productcatalogservice:3550\n      CURRENCY_SERVICE_ADDR:            currencyservice:7000\n      CART_SERVICE_ADDR:                cartservice:7070\n      RECOMMENDATION_SERVICE_ADDR:      recommendationservice:8080\n      SHIPPING_SERVICE_ADDR:            shippingservice:50051\n      CHECKOUT_SERVICE_ADDR:            checkoutservice:5050\n      AD_SERVICE_ADDR:                  adservice:9555\n      SHOPPING_ASSISTANT_SERVICE_ADDR:  shoppingassistantservice:80\n      ENABLE_PROFILER:                  0\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9vsw9 (ro)\n  istio-proxy:\n    Container ID:  containerd://0de56d5b46f06ec0fc70175c98ede1d10753fc8396d6f9c13b30ca519e0fcf54\n    Image:         docker.io/istio/proxyv2:1.27.3-distroless\n    Image ID:      docker.io/istio/proxyv2@sha256:0ff2299890e3e5b9fe0e38391b048c0788900f69af27306a7aef3036a59220e1\n    Port:          15090/TCP\n    Host Port:     0/TCP\n    Args:\n      proxy\n      sidecar\n      --domain\n      $(POD_NAMESPACE).svc.cluster.local\n      --proxyLogLevel=warning\n      --proxyComponentLogLevel=misc:error\n      --log_output_level=default:info\n    State:          Running\n      Started:      Fri, 26 Dec 2025 11:35:56 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     2\n      memory:  1Gi\n    Requests:\n      cpu:      100m\n      memory:   128Mi\n    Readiness:  http-get http://:15021/healthz/ready delay=0s timeout=3s period=15s #success=1 #failure=4\n    Startup:    http-get http://:15021/healthz/ready delay=0s timeout=3s period=1s #success=1 #failure=600\n    Environment:\n      PILOT_CERT_PROVIDER:           istiod\n      CA_ADDR:                       istiod.istio-system.svc:15012\n      POD_NAME:                      frontend-5ccff9fb49-99gtr (v1:metadata.name)\n      POD_NAMESPACE:                 boutique (v1:metadata.namespace)\n      INSTANCE_IP:                    (v1:status.podIP)\n      SERVICE_ACCOUNT:                (v1:spec.serviceAccountName)\n      HOST_IP:                        (v1:status.hostIP)\n      ISTIO_CPU_LIMIT:               2 (limits.cpu)\n      PROXY_CONFIG:                  {\"proxyMetadata\":{\"ISTIO_META_ENABLE_HBONE\":\"true\"},\"image\":{\"imageType\":\"distroless\"}}\n                                     \n      ISTIO_META_POD_PORTS:          [\n                                         {\"containerPort\":8080,\"protocol\":\"TCP\"}\n                                     ]\n      ISTIO_META_APP_CONTAINERS:     server\n      GOMEMLIMIT:                    1073741824 (limits.memory)\n      GOMAXPROCS:                    2 (limits.cpu)\n      ISTIO_META_CLUSTER_ID:         Kubernetes\n      ISTIO_META_NODE_NAME:           (v1:spec.nodeName)\n      ISTIO_META_INTERCEPTION_MODE:  REDIRECT\n      ISTIO_META_WORKLOAD_NAME:      frontend\n      ISTIO_META_OWNER:              kubernetes://apis/apps/v1/namespaces/boutique/deployments/frontend\n      ISTIO_META_MESH_ID:            cluster.local\n      TRUST_DOMAIN:                  cluster.local\n      ISTIO_META_ENABLE_HBONE:       true\n    Mounts:\n      /etc/istio/pod from istio-podinfo (rw)\n      /etc/istio/proxy from istio-envoy (rw)\n      /var/lib/istio/data from istio-data (rw)\n      /var/run/secrets/credential-uds from credential-socket (rw)\n      /var/run/secrets/istio from istiod-ca-cert (rw)\n      /var/run/secrets/istio/crl from istio-ca-crl (rw)\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-9vsw9 (ro)\n      /var/run/secrets/tokens from istio-token (rw)\n      /var/run/secrets/workload-spiffe-credentials from workload-certs (rw)\n      /var/run/secrets/workload-spiffe-uds from workload-socket (rw)\nConditions:\n  Type                        Status\n  PodReadyToStartContainers   True \n  Initialized                 True \n  Ready                       True \n  ContainersReady             True \n  PodScheduled                True \nVolumes:\n  workload-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  credential-socket:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  workload-certs:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-envoy:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     Memory\n    SizeLimit:  <unset>\n  istio-data:\n    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)\n    Medium:     \n    SizeLimit:  <unset>\n  istio-podinfo:\n    Type:  DownwardAPI (a volume populated by information about the pod)\n    Items:\n      metadata.labels -> labels\n      metadata.annotations -> annotations\n  istio-token:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  43200\n  istiod-ca-cert:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-root-cert\n    Optional:  false\n  istio-ca-crl:\n    Type:      ConfigMap (a volume populated by a ConfigMap)\n    Name:      istio-ca-crl\n    Optional:  true\n  kube-api-access-9vsw9:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type    Reason   Age    From     Message\n  ----    ------   ----   ----     -------\n  Normal  Pulled   6m16s  kubelet  Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n  Normal  Created  6m16s  kubelet  Created container istio-validation\n  Normal  Started  6m16s  kubelet  Started container istio-validation\n  Normal  Pulled   6m16s  kubelet  Container image \"us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.3\" already present on machine\n  Normal  Created  6m16s  kubelet  Created container server\n  Normal  Started  6m15s  kubelet  Started container server\n  Normal  Pulled   6m15s  kubelet  Container image \"docker.io/istio/proxyv2:1.27.3-distroless\" already present on machine\n  Normal  Created  6m15s  kubelet  Created container istio-proxy\n  Normal  Started  6m15s  kubelet  Started container istio-proxy\n"
+    },
+    {
+      "tool_name": "CheckServiceConnectivity",
+      "calling": "tool_name='CheckServiceConnectivity' arguments={namespace: 'boutique', service_name: 'frontend', port: 80}",
+      "output": "frontend (10.68.193.83:80) open\nConnection Succeeded"
+    }
+  ]
+}