Publish Cloud-OpsBench v1.0.0 benchmark artifacts (part 71)

Source: https://github.com/LLM4Ops/Cloud-OpsBench/tree/ea05dafbc87b5985df8721622d63d4229c2b4224

golden-trajectory/boutique/scheduling/47/path2.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetClusterConfiguration"
+    ]
+  },
+  "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-84dbdf99d-lps7j                1/1     Running   0          32s\ncartservice-79b49f5555-bhtw9             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-jp7sp         1/1     Running   0          31s\ncurrencyservice-75686c9564-r5lmn         1/1     Running   0          31s\nemailservice-b78fc569b-hpqwl             1/1     Running   0          31s\nfrontend-9cf46975c-6lhkj                 0/1     Pending   0          30s\nmemory-hog-2xgbh                         1/1     Running   0          30s\nmemory-hog-7rhws                         1/1     Running   0          30s\nmemory-hog-nkbx7                         1/1     Running   0          30s\nmemory-hog-z7xjf                         1/1     Running   0          30s\npaymentservice-78c5996648-xcn6h          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-66zxv    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-xj2pr   1/1     Running   0          30s\nredis-cart-68db7b6f97-2bz8d              1/1     Running   0          30s\nshippingservice-7cbfcb6d68-mc6rc         1/1     Running   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-9cf46975c-6lhkj'}",
+      "output": "Name:             frontend-9cf46975c-6lhkj\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=9cf46975c\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-9cf46975c\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:  8Gi\n    Requests:\n      cpu:     100m\n      memory:  8Gi\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-9992p (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-9992p:\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  Warning  FailedScheduling  31s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'memory-hog-nkbx7'}",
+      "output": "Name:             memory-hog-nkbx7\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             master/192.168.0.157\nStart Time:       Tue, 11 Nov 2025 02:17:27 +0800\nLabels:           controller-revision-hash=5fcb6dbd8b\n                  name=memory-hog\n                  pod-template-generation=1\nAnnotations:      <none>\nStatus:           Running\nIP:               172.20.0.162\nIPs:\n  IP:           172.20.0.162\nControlled By:  DaemonSet/memory-hog\nContainers:\n  memory-hog:\n    Container ID:  containerd://092d29132bd94fe4b61e23a25655eaac75cb9598b170c0c72a9dfc766620e4dd\n    Image:         busybox:1.35\n    Image ID:      docker.io/library/busybox@sha256:98ad9d1a2be345201bb0709b0d38655eb1b370145c7d94ca1fe9c421f76e245a\n    Port:          <none>\n    Host Port:     <none>\n    Command:\n      sh\n      -c\n      while true; do sleep 3600; done\n    State:          Running\n      Started:      Tue, 11 Nov 2025 02:17:28 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     100m\n      memory:  10Gi\n    Requests:\n      cpu:        100m\n      memory:     10Gi\n    Environment:  <none>\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-pvqc9 (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-pvqc9:\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:                   Guaranteed\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/disk-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/memory-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/not-ready:NoExecute op=Exists\n                             node.kubernetes.io/pid-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/unreachable:NoExecute op=Exists\n                             node.kubernetes.io/unschedulable:NoSchedule op=Exists\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  32s   default-scheduler  Successfully assigned boutique/memory-hog-nkbx7 to master\n  Normal  Pulled     32s   kubelet            Container image \"busybox:1.35\" already present on machine\n  Normal  Created    32s   kubelet            Created container memory-hog\n  Normal  Started    32s   kubelet            Started container memory-hog\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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/48/path1.json

@@ -0,0 +1,22 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource"
+    ]
+  },
+  "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-84dbdf99d-br4qp                1/1     Running   0          33s\ncartservice-79b49f5555-s4v45             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-7lvkt         1/1     Running   0          32s\ncurrencyservice-75686c9564-84grc         1/1     Running   0          32s\nemailservice-b78fc569b-5h5z9             1/1     Running   0          32s\nfrontend-6778bd7b8b-gsh5f                1/1     Running   0          32s\nmemory-consumer-d8cdd                    1/1     Running   0          31s\nmemory-consumer-dn8cd                    1/1     Running   0          31s\nmemory-consumer-pq7nj                    1/1     Running   0          31s\nmemory-consumer-x9vnx                    1/1     Running   0          31s\npaymentservice-6bb6859449-wfld5          0/1     Pending   0          30s\nproductcatalogservice-ddb46fc86-2n8dj    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-nx5rj   1/1     Running   0          31s\nredis-cart-68db7b6f97-fls9m              1/1     Running   0          31s\nshippingservice-7cbfcb6d68-q5vsx         1/1     Running   0          31s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-6bb6859449-wfld5'}",
+      "output": "Name:             paymentservice-6bb6859449-wfld5\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=6bb6859449\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-6bb6859449\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:  8Gi\n    Requests:\n      cpu:      100m\n      memory:   8Gi\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-4czn5 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-4czn5:\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  Warning  FailedScheduling  32s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/48/path2.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetClusterConfiguration"
+    ]
+  },
+  "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-84dbdf99d-br4qp                1/1     Running   0          33s\ncartservice-79b49f5555-s4v45             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-7lvkt         1/1     Running   0          32s\ncurrencyservice-75686c9564-84grc         1/1     Running   0          32s\nemailservice-b78fc569b-5h5z9             1/1     Running   0          32s\nfrontend-6778bd7b8b-gsh5f                1/1     Running   0          32s\nmemory-consumer-d8cdd                    1/1     Running   0          31s\nmemory-consumer-dn8cd                    1/1     Running   0          31s\nmemory-consumer-pq7nj                    1/1     Running   0          31s\nmemory-consumer-x9vnx                    1/1     Running   0          31s\npaymentservice-6bb6859449-wfld5          0/1     Pending   0          30s\nproductcatalogservice-ddb46fc86-2n8dj    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-nx5rj   1/1     Running   0          31s\nredis-cart-68db7b6f97-fls9m              1/1     Running   0          31s\nshippingservice-7cbfcb6d68-q5vsx         1/1     Running   0          31s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-6bb6859449-wfld5'}",
+      "output": "Name:             paymentservice-6bb6859449-wfld5\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=6bb6859449\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-6bb6859449\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:  8Gi\n    Requests:\n      cpu:      100m\n      memory:   8Gi\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-4czn5 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-4czn5:\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  Warning  FailedScheduling  32s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'memory-consumer-pq7nj'}",
+      "output": "Name:             memory-consumer-pq7nj\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             worker-01/192.168.0.222\nStart Time:       Tue, 11 Nov 2025 02:19:47 +0800\nLabels:           app=memory-consumer\n                  controller-revision-hash=6f5588c7\n                  pod-template-generation=1\nAnnotations:      <none>\nStatus:           Running\nIP:               172.20.1.24\nIPs:\n  IP:           172.20.1.24\nControlled By:  DaemonSet/memory-consumer\nContainers:\n  consumer:\n    Container ID:   containerd://7514755b2f73dc3a39d591085390b318cec3b75d37a29e61dd59607b575584a5\n    Image:          nginx:1.21\n    Image ID:       docker.io/library/nginx@sha256:2bcabc23b45489fb0885d69a06ba1d648aeda973fae7bb981bafbb884165e514\n    Port:           <none>\n    Host Port:      <none>\n    State:          Running\n      Started:      Tue, 11 Nov 2025 02:19:48 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     100m\n      memory:  10Gi\n    Requests:\n      cpu:        100m\n      memory:     10Gi\n    Environment:  <none>\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-swxnm (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-swxnm:\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:                   Guaranteed\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/disk-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/memory-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/not-ready:NoExecute op=Exists\n                             node.kubernetes.io/pid-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/unreachable:NoExecute op=Exists\n                             node.kubernetes.io/unschedulable:NoSchedule op=Exists\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  32s   default-scheduler  Successfully assigned boutique/memory-consumer-pq7nj to worker-01\n  Normal  Pulled     32s   kubelet            Container image \"nginx:1.21\" already present on machine\n  Normal  Created    32s   kubelet            Created container consumer\n  Normal  Started    32s   kubelet            Started container consumer\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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/49/path1.json

@@ -0,0 +1,22 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource"
+    ]
+  },
+  "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-84dbdf99d-x28pk                1/1     Running   0          32s\ncartservice-79b49f5555-g8zpn             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-rjtx4         1/1     Running   0          32s\ncurrencyservice-75686c9564-q9t2d         1/1     Running   0          32s\nemailservice-b78fc569b-v87qm             1/1     Running   0          31s\nfrontend-6778bd7b8b-z8rz4                1/1     Running   0          31s\nmemory-hog-daemonset-7rjzz               1/1     Running   0          30s\nmemory-hog-daemonset-c25sk               1/1     Running   0          30s\nmemory-hog-daemonset-nfs66               1/1     Running   0          30s\nmemory-hog-daemonset-w2bgs               1/1     Running   0          30s\npaymentservice-78c5996648-5vw7n          1/1     Running   0          31s\nproductcatalogservice-d84897895-bvcdj    0/1     Pending   0          30s\nrecommendationservice-7df9c5b676-t9d97   1/1     Running   0          31s\nredis-cart-68db7b6f97-8g4p4              1/1     Running   0          30s\nshippingservice-7cbfcb6d68-cfgvb         1/1     Running   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-d84897895-bvcdj'}",
+      "output": "Name:             productcatalogservice-d84897895-bvcdj\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=d84897895\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-d84897895\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:  8Gi\n    Requests:\n      cpu:      100m\n      memory:   8Gi\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-tt54t (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-tt54t:\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  Warning  FailedScheduling  32s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/49/path2.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "DescribeResource"
+    ]
+  },
+  "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-84dbdf99d-x28pk                1/1     Running   0          32s\ncartservice-79b49f5555-g8zpn             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-rjtx4         1/1     Running   0          32s\ncurrencyservice-75686c9564-q9t2d         1/1     Running   0          32s\nemailservice-b78fc569b-v87qm             1/1     Running   0          31s\nfrontend-6778bd7b8b-z8rz4                1/1     Running   0          31s\nmemory-hog-daemonset-7rjzz               1/1     Running   0          30s\nmemory-hog-daemonset-c25sk               1/1     Running   0          30s\nmemory-hog-daemonset-nfs66               1/1     Running   0          30s\nmemory-hog-daemonset-w2bgs               1/1     Running   0          30s\npaymentservice-78c5996648-5vw7n          1/1     Running   0          31s\nproductcatalogservice-d84897895-bvcdj    0/1     Pending   0          30s\nrecommendationservice-7df9c5b676-t9d97   1/1     Running   0          31s\nredis-cart-68db7b6f97-8g4p4              1/1     Running   0          30s\nshippingservice-7cbfcb6d68-cfgvb         1/1     Running   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-d84897895-bvcdj'}",
+      "output": "Name:             productcatalogservice-d84897895-bvcdj\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=d84897895\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-d84897895\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:  8Gi\n    Requests:\n      cpu:      100m\n      memory:   8Gi\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-tt54t (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-tt54t:\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  Warning  FailedScheduling  32s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'memory-hog-daemonset-nfs66'}",
+      "output": "Name:             memory-hog-daemonset-nfs66\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             master/192.168.0.157\nStart Time:       Tue, 11 Nov 2025 02:22:08 +0800\nLabels:           app=memory-hog\n                  controller-revision-hash=b999dcc7b\n                  pod-template-generation=1\nAnnotations:      <none>\nStatus:           Running\nIP:               172.20.0.164\nIPs:\n  IP:           172.20.0.164\nControlled By:  DaemonSet/memory-hog-daemonset\nContainers:\n  memory-hog:\n    Container ID:  containerd://fd2cc73159ce6d53c4e7f32b2c2871d289b0f54067f8ca99e1c653a71c7bd597\n    Image:         busybox:1.35\n    Image ID:      docker.io/library/busybox@sha256:98ad9d1a2be345201bb0709b0d38655eb1b370145c7d94ca1fe9c421f76e245a\n    Port:          <none>\n    Host Port:     <none>\n    Command:\n      sh\n      -c\n      while true; do sleep 3600; done\n    State:          Running\n      Started:      Tue, 11 Nov 2025 02:22:08 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     100m\n      memory:  10Gi\n    Requests:\n      cpu:        100m\n      memory:     10Gi\n    Environment:  <none>\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-7sgzp (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-7sgzp:\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:                   Guaranteed\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/disk-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/memory-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/not-ready:NoExecute op=Exists\n                             node.kubernetes.io/pid-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/unreachable:NoExecute op=Exists\n                             node.kubernetes.io/unschedulable:NoSchedule op=Exists\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  32s   default-scheduler  Successfully assigned boutique/memory-hog-daemonset-nfs66 to master\n  Normal  Pulled     32s   kubelet            Container image \"busybox:1.35\" already present on machine\n  Normal  Created    32s   kubelet            Created container memory-hog\n  Normal  Started    32s   kubelet            Started container memory-hog\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/5/path1.json

@@ -0,0 +1,28 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-84dbdf99d-xsjlf                1/1     Running   0          73s   172.20.2.144   worker-02   <none>           <none>\ncartservice-79b49f5555-5z96d             1/1     Running   0          72s   172.20.1.84    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-dxjbg         1/1     Running   0          72s   172.20.2.145   worker-02   <none>           <none>\ncurrencyservice-75686c9564-j9ccj         1/1     Running   0          72s   172.20.1.85    worker-01   <none>           <none>\nemailservice-b78fc569b-vjkr8             1/1     Running   0          72s   172.20.1.86    worker-01   <none>           <none>\nfrontend-6778bd7b8b-pg7df                1/1     Running   0          72s   172.20.2.146   worker-02   <none>           <none>\npaymentservice-78c5996648-lgxtf          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-ng6h2          1/1     Running   0          70s   172.20.3.57    worker-03   <none>           <none>\npaymentservice-78c5996648-rjkp5          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-t7ckh          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-t82nf          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-tdw6k    1/1     Running   0          71s   172.20.1.87    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-9lbc8   1/1     Running   0          71s   172.20.2.147   worker-02   <none>           <none>\nredis-cart-68db7b6f97-6bv8h              1/1     Running   0          71s   172.20.1.88    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-ks2m5         1/1     Running   0          71s   172.20.1.89    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-78c5996648-t7ckh'}",
+      "output": "Name:             paymentservice-78c5996648-t7ckh\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-gxvgr (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-gxvgr:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 4 node(s) were unschedulable. 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready,SchedulingDisabled   node     95d   v1.31.2   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\nworker-02   Ready,SchedulingDisabled   node     95d   v1.31.2   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\nworker-03   Ready,SchedulingDisabled   node     95d   v1.31.2   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\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/5/path2.json

@@ -0,0 +1,46 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "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-84dbdf99d-xsjlf                1/1     Running   0          73s   172.20.2.144   worker-02   <none>           <none>\ncartservice-79b49f5555-5z96d             1/1     Running   0          72s   172.20.1.84    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-dxjbg         1/1     Running   0          72s   172.20.2.145   worker-02   <none>           <none>\ncurrencyservice-75686c9564-j9ccj         1/1     Running   0          72s   172.20.1.85    worker-01   <none>           <none>\nemailservice-b78fc569b-vjkr8             1/1     Running   0          72s   172.20.1.86    worker-01   <none>           <none>\nfrontend-6778bd7b8b-pg7df                1/1     Running   0          72s   172.20.2.146   worker-02   <none>           <none>\npaymentservice-78c5996648-lgxtf          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-ng6h2          1/1     Running   0          70s   172.20.3.57    worker-03   <none>           <none>\npaymentservice-78c5996648-rjkp5          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-t7ckh          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-t82nf          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-tdw6k    1/1     Running   0          71s   172.20.1.87    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-9lbc8   1/1     Running   0          71s   172.20.2.147   worker-02   <none>           <none>\nredis-cart-68db7b6f97-6bv8h              1/1     Running   0          71s   172.20.1.88    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-ks2m5         1/1     Running   0          71s   172.20.1.89    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-78c5996648-lgxtf'}",
+      "output": "Name:             paymentservice-78c5996648-lgxtf\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-pjltf (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-pjltf:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 4 node(s) were unschedulable. 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready,SchedulingDisabled   node     95d   v1.31.2   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\nworker-02   Ready,SchedulingDisabled   node     95d   v1.31.2   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\nworker-03   Ready,SchedulingDisabled   node     95d   v1.31.2   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\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-78c5996648-lgxtf'}",
+      "output": "Name:             paymentservice-78c5996648-lgxtf\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-pjltf (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-pjltf:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 4 node(s) were unschedulable. 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready,SchedulingDisabled   node     95d   v1.31.2   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\nworker-02   Ready,SchedulingDisabled   node     95d   v1.31.2   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\nworker-03   Ready,SchedulingDisabled   node     95d   v1.31.2   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\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/unschedulable:NoSchedule\nUnschedulable:      true\nLease:\n  HolderIdentity:  worker-01\n  AcquireTime:     <unset>\n  RenewTime:       Fri, 14 Nov 2025 22:40:57 +0800\nConditions:\n  Type                 Status  LastHeartbeatTime                 LastTransitionTime                Reason                       Message\n  ----                 ------  -----------------                 ------------------                ------                       -------\n  NetworkUnavailable   False   Fri, 14 Nov 2025 16:28:53 +0800   Fri, 14 Nov 2025 16:28:53 +0800   FlannelIsUp                  Flannel is running on this node\n  MemoryPressure       False   Fri, 14 Nov 2025 22:40:18 +0800   Sun, 28 Sep 2025 14:34:57 +0800   KubeletHasSufficientMemory   kubelet has sufficient memory available\n  DiskPressure         False   Fri, 14 Nov 2025 22:40:18 +0800   Sun, 28 Sep 2025 14:34:57 +0800   KubeletHasNoDiskPressure     kubelet has no disk pressure\n  PIDPressure          False   Fri, 14 Nov 2025 22:40:18 +0800   Sun, 28 Sep 2025 14:34:57 +0800   KubeletHasSufficientPID      kubelet has sufficient PID available\n  Ready                True    Fri, 14 Nov 2025 22:40:18 +0800   Sun, 28 Sep 2025 14:34:57 +0800   KubeletReady                 kubelet is posting ready 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:             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:                79b4ce45-0707-43df-8b9e-b105ebfaf517\n  Boot ID:                    e8e63f0a-ea19-4081-94e5-97e5910bab7b\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                    cartservice-79b49f5555-5z96d             200m (2%)     300m (3%)   64Mi (0%)        128Mi (0%)     98s\n  boutique                    currencyservice-75686c9564-j9ccj         100m (1%)     200m (2%)   64Mi (0%)        1280Mi (8%)    98s\n  boutique                    emailservice-b78fc569b-vjkr8             100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     98s\n  boutique                    productcatalogservice-ddb46fc86-tdw6k    100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     97s\n  boutique                    redis-cart-68db7b6f97-6bv8h              70m (0%)      125m (1%)   200Mi (1%)       256Mi (1%)     97s\n  boutique                    shippingservice-7cbfcb6d68-ks2m5         100m (1%)     200m (2%)   64Mi (0%)        128Mi (0%)     97s\n  chaosblade                  chaosblade-tool-s8w48                    0 (0%)        0 (0%)      0 (0%)           0 (0%)         6h12m\n  istio-system                istio-cni-node-bjkpf                     100m (1%)     0 (0%)      100Mi (0%)       0 (0%)         18d\n  istio-system                ztunnel-9jv5r                            200m (2%)     0 (0%)      512Mi (3%)       0 (0%)         18d\n  kube-system                 kube-flannel-ds-v9qhx                    100m (1%)     0 (0%)      50Mi (0%)        0 (0%)         6h12m\n  kube-system                 node-local-dns-2ljtx                     25m (0%)      0 (0%)      5Mi (0%)         0 (0%)         95d\n  monitor                     cadvisor-pscz2                           0 (0%)        0 (0%)      0 (0%)           0 (0%)         6h12m\n  monitor                     node-exporter-psg6r                      0 (0%)        0 (0%)      0 (0%)           0 (0%)         6h12m\nAllocated resources:\n  (Total limits may be over 100 percent, i.e., overcommitted.)\n  Resource           Requests     Limits\n  --------           --------     ------\n  cpu                1095m (13%)  1225m (15%)\n  memory             1187Mi (7%)  2Gi (13%)\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  NodeSchedulable     2m8s (x11 over 12h)  kubelet  Node worker-01 status is now: NodeSchedulable\n  Normal  NodeNotSchedulable  88s (x12 over 12h)   kubelet  Node worker-01 status is now: NodeNotSchedulable\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/50/path1.json

@@ -0,0 +1,22 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource"
+    ]
+  },
+  "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-84dbdf99d-9lljq                1/1     Running   0          32s\ncartservice-79b49f5555-pzcms             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-7pbjc         1/1     Running   0          32s\ncurrencyservice-75686c9564-kmlrj         1/1     Running   0          31s\nemailservice-b78fc569b-jxdc6             1/1     Running   0          31s\nfrontend-6778bd7b8b-n6kz9                1/1     Running   0          31s\nmemory-consumer-49v4h                    1/1     Running   0          30s\nmemory-consumer-m49np                    1/1     Running   0          30s\nmemory-consumer-m8k8h                    1/1     Running   0          30s\nmemory-consumer-vhm5p                    1/1     Running   0          30s\npaymentservice-78c5996648-7w65n          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-2hmwp    1/1     Running   0          30s\nrecommendationservice-79579f557f-vjbwq   0/1     Pending   0          30s\nredis-cart-68db7b6f97-qg9hg              1/1     Running   0          30s\nshippingservice-7cbfcb6d68-hcztj         1/1     Running   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-79579f557f-vjbwq'}",
+      "output": "Name:             recommendationservice-79579f557f-vjbwq\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=79579f557f\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-79579f557f\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:  8Gi\n    Requests:\n      cpu:      100m\n      memory:   8Gi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-rfq7r (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-rfq7r:\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  Warning  FailedScheduling  33s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/50/path2.json

@@ -0,0 +1,22 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource"
+    ]
+  },
+  "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-84dbdf99d-9lljq                1/1     Running   0          32s\ncartservice-79b49f5555-pzcms             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-7pbjc         1/1     Running   0          32s\ncurrencyservice-75686c9564-kmlrj         1/1     Running   0          31s\nemailservice-b78fc569b-jxdc6             1/1     Running   0          31s\nfrontend-6778bd7b8b-n6kz9                1/1     Running   0          31s\nmemory-consumer-49v4h                    1/1     Running   0          30s\nmemory-consumer-m49np                    1/1     Running   0          30s\nmemory-consumer-m8k8h                    1/1     Running   0          30s\nmemory-consumer-vhm5p                    1/1     Running   0          30s\npaymentservice-78c5996648-7w65n          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-2hmwp    1/1     Running   0          30s\nrecommendationservice-79579f557f-vjbwq   0/1     Pending   0          30s\nredis-cart-68db7b6f97-qg9hg              1/1     Running   0          30s\nshippingservice-7cbfcb6d68-hcztj         1/1     Running   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-79579f557f-vjbwq'}",
+      "output": "Name:             recommendationservice-79579f557f-vjbwq\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=79579f557f\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-79579f557f\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:  8Gi\n    Requests:\n      cpu:      100m\n      memory:   8Gi\n    Liveness:   grpc <pod>:8080  delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-rfq7r (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-rfq7r:\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  Warning  FailedScheduling  33s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/51/path1.json

@@ -0,0 +1,22 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource"
+    ]
+  },
+  "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-84dbdf99d-jcb8g                1/1     Running   0          33s\ncartservice-79b49f5555-lmfx6             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-jqv6t         1/1     Running   0          32s\ncurrencyservice-75686c9564-7vjbn         1/1     Running   0          32s\nemailservice-b78fc569b-tmm2j             1/1     Running   0          32s\nfrontend-6778bd7b8b-bm854                1/1     Running   0          32s\nmemory-hog-8clfk                         1/1     Running   0          31s\nmemory-hog-b4zdn                         1/1     Running   0          31s\nmemory-hog-bjr69                         1/1     Running   0          31s\nmemory-hog-rqkn7                         1/1     Running   0          31s\npaymentservice-78c5996648-rn52x          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-2bps2    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-8hsrb   1/1     Running   0          31s\nredis-cart-56496f856-rzsz7               0/1     Pending   0          30s\nshippingservice-7cbfcb6d68-4kknz         1/1     Running   0          31s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-56496f856-rzsz7'}",
+      "output": "Name:             redis-cart-56496f856-rzsz7\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=56496f856\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-56496f856\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  8Gi\n    Requests:\n      cpu:        70m\n      memory:     8Gi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-k4nsh (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-k4nsh:\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  Warning  FailedScheduling  33s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/51/path2.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetClusterConfiguration"
+    ]
+  },
+  "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-84dbdf99d-jcb8g                1/1     Running   0          33s\ncartservice-79b49f5555-lmfx6             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-jqv6t         1/1     Running   0          32s\ncurrencyservice-75686c9564-7vjbn         1/1     Running   0          32s\nemailservice-b78fc569b-tmm2j             1/1     Running   0          32s\nfrontend-6778bd7b8b-bm854                1/1     Running   0          32s\nmemory-hog-8clfk                         1/1     Running   0          31s\nmemory-hog-b4zdn                         1/1     Running   0          31s\nmemory-hog-bjr69                         1/1     Running   0          31s\nmemory-hog-rqkn7                         1/1     Running   0          31s\npaymentservice-78c5996648-rn52x          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-2bps2    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-8hsrb   1/1     Running   0          31s\nredis-cart-56496f856-rzsz7               0/1     Pending   0          30s\nshippingservice-7cbfcb6d68-4kknz         1/1     Running   0          31s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-56496f856-rzsz7'}",
+      "output": "Name:             redis-cart-56496f856-rzsz7\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=56496f856\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-56496f856\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  8Gi\n    Requests:\n      cpu:        70m\n      memory:     8Gi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-k4nsh (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-k4nsh:\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  Warning  FailedScheduling  33s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'memory-hog-b4zdn'}",
+      "output": "Name:             memory-hog-b4zdn\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             worker-01/192.168.0.222\nStart Time:       Tue, 11 Nov 2025 02:26:48 +0800\nLabels:           controller-revision-hash=68dbf864f4\n                  name=memory-hog\n                  pod-template-generation=1\nAnnotations:      <none>\nStatus:           Running\nIP:               172.20.1.80\nIPs:\n  IP:           172.20.1.80\nControlled By:  DaemonSet/memory-hog\nContainers:\n  busybox:\n    Container ID:  containerd://51798c1f107e1ad99c70ae5e9948abcb1b958cf954add8be03f79df5581a996c\n    Image:         busybox:1.35\n    Image ID:      docker.io/library/busybox@sha256:98ad9d1a2be345201bb0709b0d38655eb1b370145c7d94ca1fe9c421f76e245a\n    Port:          <none>\n    Host Port:     <none>\n    Command:\n      sh\n      -c\n      while true; do sleep 3600; done\n    State:          Running\n      Started:      Tue, 11 Nov 2025 02:26:49 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     100m\n      memory:  10Gi\n    Requests:\n      cpu:        100m\n      memory:     10Gi\n    Environment:  <none>\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-ldcz9 (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-ldcz9:\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:                   Guaranteed\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/disk-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/memory-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/not-ready:NoExecute op=Exists\n                             node.kubernetes.io/pid-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/unreachable:NoExecute op=Exists\n                             node.kubernetes.io/unschedulable:NoSchedule op=Exists\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  32s   default-scheduler  Successfully assigned boutique/memory-hog-b4zdn to worker-01\n  Normal  Pulled     32s   kubelet            Container image \"busybox:1.35\" already present on machine\n  Normal  Created    32s   kubelet            Created container busybox\n  Normal  Started    32s   kubelet            Started container busybox\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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/52/path1.json

@@ -0,0 +1,22 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 2,
+    "total_trace_steps": 2,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource"
+    ]
+  },
+  "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-84dbdf99d-x9dt7                1/1     Running   0          32s\ncartservice-79b49f5555-vhrcl             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-8tn54         1/1     Running   0          32s\ncurrencyservice-75686c9564-pvhhv         1/1     Running   0          31s\nemailservice-b78fc569b-nkw9f             1/1     Running   0          31s\nfrontend-6778bd7b8b-6mzdk                1/1     Running   0          31s\nmemory-hog-5s9qd                         1/1     Running   0          30s\nmemory-hog-ctnw4                         1/1     Running   0          30s\nmemory-hog-mgxsc                         1/1     Running   0          30s\nmemory-hog-vfp54                         1/1     Running   0          30s\npaymentservice-78c5996648-vgqhg          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-585vj    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-v5tsh   1/1     Running   0          30s\nredis-cart-68db7b6f97-zjlc5              1/1     Running   0          30s\nshippingservice-5d5dbb88bf-vmczd         0/1     Pending   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-5d5dbb88bf-vmczd'}",
+      "output": "Name:             shippingservice-5d5dbb88bf-vmczd\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=5d5dbb88bf\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-5d5dbb88bf\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:  8Gi\n    Requests:\n      cpu:      100m\n      memory:   8Gi\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=5s #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-zjwwh (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-zjwwh:\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  Warning  FailedScheduling  33s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/52/path2.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "DescribeResource",
+      "GetClusterConfiguration"
+    ]
+  },
+  "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-84dbdf99d-x9dt7                1/1     Running   0          32s\ncartservice-79b49f5555-vhrcl             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-8tn54         1/1     Running   0          32s\ncurrencyservice-75686c9564-pvhhv         1/1     Running   0          31s\nemailservice-b78fc569b-nkw9f             1/1     Running   0          31s\nfrontend-6778bd7b8b-6mzdk                1/1     Running   0          31s\nmemory-hog-5s9qd                         1/1     Running   0          30s\nmemory-hog-ctnw4                         1/1     Running   0          30s\nmemory-hog-mgxsc                         1/1     Running   0          30s\nmemory-hog-vfp54                         1/1     Running   0          30s\npaymentservice-78c5996648-vgqhg          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-585vj    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-v5tsh   1/1     Running   0          30s\nredis-cart-68db7b6f97-zjlc5              1/1     Running   0          30s\nshippingservice-5d5dbb88bf-vmczd         0/1     Pending   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-5d5dbb88bf-vmczd'}",
+      "output": "Name:             shippingservice-5d5dbb88bf-vmczd\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=5d5dbb88bf\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-5d5dbb88bf\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:  8Gi\n    Requests:\n      cpu:      100m\n      memory:   8Gi\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=5s #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-zjwwh (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-zjwwh:\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  Warning  FailedScheduling  33s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 Insufficient memory. preemption: 0/4 nodes are available: 1 Preemption is not helpful for scheduling, 3 No preemption victims found for incoming pod.\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'memory-hog-ctnw4'}",
+      "output": "Name:             memory-hog-ctnw4\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             worker-02/192.168.0.53\nStart Time:       Tue, 11 Nov 2025 02:29:08 +0800\nLabels:           app=memory-hog\n                  controller-revision-hash=9b4c55c74\n                  pod-template-generation=1\nAnnotations:      <none>\nStatus:           Running\nIP:               172.20.2.174\nIPs:\n  IP:           172.20.2.174\nControlled By:  DaemonSet/memory-hog\nContainers:\n  memory-hog:\n    Container ID:  containerd://e38370ff2a9e132b5a2c534a8844e1ff19d12dc20fe43c2f350bcba36a280065\n    Image:         busybox:1.35\n    Image ID:      docker.io/library/busybox@sha256:98ad9d1a2be345201bb0709b0d38655eb1b370145c7d94ca1fe9c421f76e245a\n    Port:          <none>\n    Host Port:     <none>\n    Command:\n      sleep\n      infinity\n    State:          Running\n      Started:      Tue, 11 Nov 2025 02:29:09 +0800\n    Ready:          True\n    Restart Count:  0\n    Limits:\n      cpu:     100m\n      memory:  10Gi\n    Requests:\n      cpu:        100m\n      memory:     10Gi\n    Environment:  <none>\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-h9fpx (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-h9fpx:\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:                   Guaranteed\nNode-Selectors:              <none>\nTolerations:                 node.kubernetes.io/disk-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/memory-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/not-ready:NoExecute op=Exists\n                             node.kubernetes.io/pid-pressure:NoSchedule op=Exists\n                             node.kubernetes.io/unreachable:NoExecute op=Exists\n                             node.kubernetes.io/unschedulable:NoSchedule op=Exists\nEvents:\n  Type    Reason     Age   From               Message\n  ----    ------     ----  ----               -------\n  Normal  Scheduled  32s   default-scheduler  Successfully assigned boutique/memory-hog-ctnw4 to worker-02\n  Normal  Pulled     32s   kubelet            Container image \"busybox:1.35\" already present on machine\n  Normal  Created    32s   kubelet            Created container memory-hog\n  Normal  Started    31s   kubelet            Started container memory-hog\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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "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",
+              "disk-type": "ssd",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671352Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/53/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-6f89c99b76-p986k               1/1     Running   0          109s\ncartservice-7c5f46fc47-9ztqw             1/1     Running   0          109s\ncheckoutservice-8445f8b6cb-hnk5g         1/1     Running   0          109s\ncurrencyservice-5bc9dbdf66-zjtdd         1/1     Running   0          108s\nemailservice-c86b9b8f6-wzlkv             1/1     Running   0          108s\nfrontend-6778bd7b8b-6xmfv                1/1     Running   0          108s\npaymentservice-64b6c744b5-2l6m6          1/1     Running   0          108s\nproductcatalogservice-6fb89f98f8-t47jh   1/1     Running   0          107s\nrecommendationservice-786899779d-lmtdc   1/1     Running   0          107s\nredis-cart-68db7b6f97-f2skx              0/1     Pending   0          107s\nshippingservice-7ff54bf6b6-l2tqp         1/1     Running   0          107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-f2skx'}",
+      "output": "Name:             redis-cart-68db7b6f97-f2skx\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=68db7b6f97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-68db7b6f97\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-gzl42 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-gzl42:\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  Warning  FailedScheduling  109s  default-scheduler  0/4 nodes are available: pod has unbound immediate PersistentVolumeClaims. 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: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME             STATUS    VOLUME   CAPACITY   ACCESS MODES   STORAGECLASS   VOLUMEATTRIBUTESCLASS   AGE\nredis-cart-pvc   Pending                                                     <unset>                 117s\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
+      "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n  name: redis-cart-pv\n  labels:\n    disktype: hdd\nspec:\n  capacity:\n    storage: 1Gi\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: 3Gi\n  storageClassName: \"\"\n  selector:\n    matchLabels:\n      disktype: hdd\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          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 125m\n          requests:\n            cpu: 70m\n            memory: 200Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/53/path2.json

@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-6f89c99b76-p986k               1/1     Running   0          109s\ncartservice-7c5f46fc47-9ztqw             1/1     Running   0          109s\ncheckoutservice-8445f8b6cb-hnk5g         1/1     Running   0          109s\ncurrencyservice-5bc9dbdf66-zjtdd         1/1     Running   0          108s\nemailservice-c86b9b8f6-wzlkv             1/1     Running   0          108s\nfrontend-6778bd7b8b-6xmfv                1/1     Running   0          108s\npaymentservice-64b6c744b5-2l6m6          1/1     Running   0          108s\nproductcatalogservice-6fb89f98f8-t47jh   1/1     Running   0          107s\nrecommendationservice-786899779d-lmtdc   1/1     Running   0          107s\nredis-cart-68db7b6f97-f2skx              0/1     Pending   0          107s\nshippingservice-7ff54bf6b6-l2tqp         1/1     Running   0          107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-f2skx'}",
+      "output": "Name:             redis-cart-68db7b6f97-f2skx\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=68db7b6f97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-68db7b6f97\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-gzl42 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-gzl42:\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  Warning  FailedScheduling  109s  default-scheduler  0/4 nodes are available: pod has unbound immediate PersistentVolumeClaims. 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: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME             STATUS    VOLUME   CAPACITY   ACCESS MODES   STORAGECLASS   VOLUMEATTRIBUTESCLASS   AGE\nredis-cart-pvc   Pending                                                     <unset>                 117s\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pv', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME            CAPACITY   ACCESS MODES   RECLAIM POLICY   STATUS      CLAIM   STORAGECLASS   VOLUMEATTRIBUTESCLASS   REASON   AGE\nredis-cart-pv   1Gi        RWO            Retain           Available                          <unset>                          2m11s\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
+      "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n  name: redis-cart-pv\n  labels:\n    disktype: hdd\nspec:\n  capacity:\n    storage: 1Gi\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: 3Gi\n  storageClassName: \"\"\n  selector:\n    matchLabels:\n      disktype: hdd\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          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 125m\n          requests:\n            cpu: 70m\n            memory: 200Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/54/path1.json

@@ -0,0 +1,46 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 6,
+    "total_trace_steps": 6,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML"
+    ]
+  },
+  "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-6f89c99b76-jqhhw               1/1     Running   0          109s\ncartservice-7c5f46fc47-9cdwg             1/1     Running   0          109s\ncheckoutservice-8445f8b6cb-rkjlm         1/1     Running   0          109s\ncurrencyservice-5bc9dbdf66-ms4z5         1/1     Running   0          108s\nemailservice-c86b9b8f6-n4sd6             1/1     Running   0          108s\nfrontend-6778bd7b8b-29hxk                1/1     Running   0          108s\npaymentservice-64b6c744b5-zpsmk          1/1     Running   0          108s\nproductcatalogservice-6fb89f98f8-44qcm   1/1     Running   0          107s\nrecommendationservice-786899779d-khf6f   1/1     Running   0          107s\nredis-cart-68db7b6f97-krnq9              0/1     Pending   0          107s\nshippingservice-7ff54bf6b6-6wccr         1/1     Running   0          107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-krnq9'}",
+      "output": "Name:             redis-cart-68db7b6f97-krnq9\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=68db7b6f97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-68db7b6f97\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-j24j9 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-j24j9:\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  Warning  FailedScheduling  109s  default-scheduler  0/4 nodes are available: pod has unbound immediate PersistentVolumeClaims. 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: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME             STATUS    VOLUME   CAPACITY   ACCESS MODES   STORAGECLASS   VOLUMEATTRIBUTESCLASS   AGE\nredis-cart-pvc   Pending                                                     <unset>                 117s\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pv', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME            CAPACITY   ACCESS MODES   RECLAIM POLICY   STATUS      CLAIM   STORAGECLASS   VOLUMEATTRIBUTESCLASS   REASON   AGE\nredis-cart-pv   1Gi        RWO            Retain           Available                          <unset>                          2m11s\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:        Pending\nVolume:        \nLabels:        <none>\nAnnotations:   <none>\nFinalizers:    [kubernetes.io/pvc-protection]\nCapacity:      \nAccess Modes:  \nVolumeMode:    Filesystem\nUsed By:       redis-cart-68db7b6f97-krnq9\nEvents:\n  Type    Reason         Age                From                         Message\n  ----    ------         ----               ----                         -------\n  Normal  FailedBinding  7s (x9 over 117s)  persistentvolume-controller  no persistent volumes available for this claim and no storage class is set\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: 1Gi\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: 10Gi\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          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 125m\n          requests:\n            cpu: 70m\n            memory: 200Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/54/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-6f89c99b76-jqhhw               1/1     Running   0          109s\ncartservice-7c5f46fc47-9cdwg             1/1     Running   0          109s\ncheckoutservice-8445f8b6cb-rkjlm         1/1     Running   0          109s\ncurrencyservice-5bc9dbdf66-ms4z5         1/1     Running   0          108s\nemailservice-c86b9b8f6-n4sd6             1/1     Running   0          108s\nfrontend-6778bd7b8b-29hxk                1/1     Running   0          108s\npaymentservice-64b6c744b5-zpsmk          1/1     Running   0          108s\nproductcatalogservice-6fb89f98f8-44qcm   1/1     Running   0          107s\nrecommendationservice-786899779d-khf6f   1/1     Running   0          107s\nredis-cart-68db7b6f97-krnq9              0/1     Pending   0          107s\nshippingservice-7ff54bf6b6-6wccr         1/1     Running   0          107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-krnq9'}",
+      "output": "Name:             redis-cart-68db7b6f97-krnq9\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=68db7b6f97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-68db7b6f97\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-j24j9 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-j24j9:\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  Warning  FailedScheduling  109s  default-scheduler  0/4 nodes are available: pod has unbound immediate PersistentVolumeClaims. 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: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME             STATUS    VOLUME   CAPACITY   ACCESS MODES   STORAGECLASS   VOLUMEATTRIBUTESCLASS   AGE\nredis-cart-pvc   Pending                                                     <unset>                 117s\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: 1Gi\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: 10Gi\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          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 125m\n          requests:\n            cpu: 70m\n            memory: 200Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/55/path1.json

@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML"
+    ]
+  },
+  "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-6f89c99b76-4jhpc               1/1     Running   0          108s\ncartservice-7c5f46fc47-pzlvk             1/1     Running   0          108s\ncheckoutservice-8445f8b6cb-7khz9         1/1     Running   0          108s\ncurrencyservice-5bc9dbdf66-4w2ph         1/1     Running   0          108s\nemailservice-c86b9b8f6-lh5mn             1/1     Running   0          108s\nfrontend-6778bd7b8b-cvngd                1/1     Running   0          107s\npaymentservice-64b6c744b5-n7dm8          1/1     Running   0          107s\nproductcatalogservice-6fb89f98f8-c7wt7   1/1     Running   0          107s\nrecommendationservice-786899779d-cl2bp   1/1     Running   0          107s\nredis-cart-68db7b6f97-7vdqn              0/1     Pending   0          106s\nshippingservice-7ff54bf6b6-ml4df         1/1     Running   0          107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-7vdqn'}",
+      "output": "Name:             redis-cart-68db7b6f97-7vdqn\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=68db7b6f97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-68db7b6f97\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-b7zp8 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-b7zp8:\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  Warning  FailedScheduling  109s  default-scheduler  0/4 nodes are available: pod has unbound immediate PersistentVolumeClaims. 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: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME             STATUS    VOLUME   CAPACITY   ACCESS MODES   STORAGECLASS   VOLUMEATTRIBUTESCLASS   AGE\nredis-cart-pvc   Pending                                                     <unset>                 117s\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:        Pending\nVolume:        \nLabels:        <none>\nAnnotations:   <none>\nFinalizers:    [kubernetes.io/pvc-protection]\nCapacity:      \nAccess Modes:  \nVolumeMode:    Filesystem\nUsed By:       redis-cart-68db7b6f97-7vdqn\nEvents:\n  Type    Reason         Age                From                         Message\n  ----    ------         ----               ----                         -------\n  Normal  FailedBinding  1s (x9 over 118s)  persistentvolume-controller  no persistent volumes available for this claim and no storage class is set\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: 1Gi\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          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 125m\n          requests:\n            cpu: 70m\n            memory: 200Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/55/path2.json

@@ -0,0 +1,40 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML"
+    ]
+  },
+  "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-6f89c99b76-4jhpc               1/1     Running   0          108s\ncartservice-7c5f46fc47-pzlvk             1/1     Running   0          108s\ncheckoutservice-8445f8b6cb-7khz9         1/1     Running   0          108s\ncurrencyservice-5bc9dbdf66-4w2ph         1/1     Running   0          108s\nemailservice-c86b9b8f6-lh5mn             1/1     Running   0          108s\nfrontend-6778bd7b8b-cvngd                1/1     Running   0          107s\npaymentservice-64b6c744b5-n7dm8          1/1     Running   0          107s\nproductcatalogservice-6fb89f98f8-c7wt7   1/1     Running   0          107s\nrecommendationservice-786899779d-cl2bp   1/1     Running   0          107s\nredis-cart-68db7b6f97-7vdqn              0/1     Pending   0          106s\nshippingservice-7ff54bf6b6-ml4df         1/1     Running   0          107s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-7vdqn'}",
+      "output": "Name:             redis-cart-68db7b6f97-7vdqn\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=68db7b6f97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-68db7b6f97\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-b7zp8 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-b7zp8:\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  Warning  FailedScheduling  109s  default-scheduler  0/4 nodes are available: pod has unbound immediate PersistentVolumeClaims. 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: 'pvc', name: None, show_labels: False, output_wide: False, label_selector: None}",
+      "output": "NAME             STATUS    VOLUME   CAPACITY   ACCESS MODES   STORAGECLASS   VOLUMEATTRIBUTESCLASS   AGE\nredis-cart-pvc   Pending                                                     <unset>                 117s\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:        Pending\nVolume:        \nLabels:        <none>\nAnnotations:   <none>\nFinalizers:    [kubernetes.io/pvc-protection]\nCapacity:      \nAccess Modes:  \nVolumeMode:    Filesystem\nUsed By:       redis-cart-68db7b6f97-7vdqn\nEvents:\n  Type    Reason         Age                From                         Message\n  ----    ------         ----               ----                         -------\n  Normal  FailedBinding  1s (x9 over 118s)  persistentvolume-controller  no persistent volumes available for this claim and no storage class is set\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: 1Gi\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          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 125m\n          requests:\n            cpu: 70m\n            memory: 200Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/56/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-5db445fc48-txrtd               0/1     Pending   0          70s   <none>         <none>      <none>           <none>\ncartservice-79b49f5555-94c6h             1/1     Running   0          73s   172.20.2.123   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-qrpth         1/1     Running   0          73s   172.20.1.63    worker-01   <none>           <none>\ncurrencyservice-75686c9564-spxnv         1/1     Running   0          72s   172.20.2.124   worker-02   <none>           <none>\nemailservice-b78fc569b-55mcl             1/1     Running   0          72s   172.20.1.64    worker-01   <none>           <none>\nfrontend-6778bd7b8b-nzkhg                1/1     Running   0          72s   172.20.1.65    worker-01   <none>           <none>\npaymentservice-78c5996648-27869          1/1     Running   0          72s   172.20.2.125   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-gmmdg    1/1     Running   0          71s   172.20.1.66    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-lqmjh   1/1     Running   0          71s   172.20.2.126   worker-02   <none>           <none>\nredis-cart-68db7b6f97-f8j6p              1/1     Running   0          71s   172.20.1.67    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-tngsl         1/1     Running   0          71s   172.20.1.68    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-5db445fc48-txrtd'}",
+      "output": "Name:             adservice-5db445fc48-txrtd\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=5db445fc48\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-5db445fc48\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:9555  delay=5s timeout=1s period=5s #success=1 #failure=3\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-r2pl2 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-r2pl2:\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  Warning  FailedScheduling  70s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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          periodSeconds: 5\n          grpc:\n            port: 9555\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/56/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-5db445fc48-txrtd               0/1     Pending   0          70s   <none>         <none>      <none>           <none>\ncartservice-79b49f5555-94c6h             1/1     Running   0          73s   172.20.2.123   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-qrpth         1/1     Running   0          73s   172.20.1.63    worker-01   <none>           <none>\ncurrencyservice-75686c9564-spxnv         1/1     Running   0          72s   172.20.2.124   worker-02   <none>           <none>\nemailservice-b78fc569b-55mcl             1/1     Running   0          72s   172.20.1.64    worker-01   <none>           <none>\nfrontend-6778bd7b8b-nzkhg                1/1     Running   0          72s   172.20.1.65    worker-01   <none>           <none>\npaymentservice-78c5996648-27869          1/1     Running   0          72s   172.20.2.125   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-gmmdg    1/1     Running   0          71s   172.20.1.66    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-lqmjh   1/1     Running   0          71s   172.20.2.126   worker-02   <none>           <none>\nredis-cart-68db7b6f97-f8j6p              1/1     Running   0          71s   172.20.1.67    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-tngsl         1/1     Running   0          71s   172.20.1.68    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-5db445fc48-txrtd'}",
+      "output": "Name:             adservice-5db445fc48-txrtd\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=5db445fc48\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-5db445fc48\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:9555  delay=5s timeout=1s period=5s #success=1 #failure=3\n    Environment:\n      PORT:  9555\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-r2pl2 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-r2pl2:\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  Warning  FailedScheduling  70s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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          periodSeconds: 5\n          grpc:\n            port: 9555\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/57/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-j9slh                1/1     Running   0          73s   172.20.1.69    worker-01   <none>           <none>\ncartservice-6dc446b96c-bpxgc             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-9k44r         1/1     Running   0          73s   172.20.2.127   worker-02   <none>           <none>\ncurrencyservice-75686c9564-4chnc         1/1     Running   0          73s   172.20.1.70    worker-01   <none>           <none>\nemailservice-b78fc569b-lxdjn             1/1     Running   0          72s   172.20.2.128   worker-02   <none>           <none>\nfrontend-6778bd7b8b-xslxb                1/1     Running   0          72s   172.20.2.129   worker-02   <none>           <none>\npaymentservice-78c5996648-rjqvx          1/1     Running   0          72s   172.20.1.71    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-5dwtz    1/1     Running   0          72s   172.20.2.130   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-6w5rh   1/1     Running   0          72s   172.20.1.72    worker-01   <none>           <none>\nredis-cart-68db7b6f97-9dd5j              1/1     Running   0          71s   172.20.2.131   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-pfrpg         1/1     Running   0          71s   172.20.2.132   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-6dc446b96c-bpxgc'}",
+      "output": "Name:             cartservice-6dc446b96c-bpxgc\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=6dc446b96c\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-6dc446b96c\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-x84mz (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-x84mz:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: 'cartservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: cartservice\n  namespace: boutique\n  labels:\n    app: cartservice\nspec:\n  selector:\n    matchLabels:\n      app: cartservice\n  template:\n    metadata:\n      labels:\n        app: cartservice\n    spec:\n      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\n      serviceAccountName: cartservice\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/cartservice:v0.10.3\n        ports:\n        - containerPort: 7070\n        env:\n        - name: REDIS_ADDR\n          value: \"redis-cart:6379\"\n        resources:\n          requests:\n            cpu: 200m\n            memory: 64Mi\n          limits:\n            cpu: 300m\n            memory: 128Mi\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: cartservice\n  namespace: boutique\n  labels:\n    app: cartservice\nspec:\n  type: ClusterIP\n  selector:\n    app: cartservice\n  ports:\n  - name: grpc\n    port: 7070\n    targetPort: 7070\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: cartservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/57/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-j9slh                1/1     Running   0          73s   172.20.1.69    worker-01   <none>           <none>\ncartservice-6dc446b96c-bpxgc             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-9k44r         1/1     Running   0          73s   172.20.2.127   worker-02   <none>           <none>\ncurrencyservice-75686c9564-4chnc         1/1     Running   0          73s   172.20.1.70    worker-01   <none>           <none>\nemailservice-b78fc569b-lxdjn             1/1     Running   0          72s   172.20.2.128   worker-02   <none>           <none>\nfrontend-6778bd7b8b-xslxb                1/1     Running   0          72s   172.20.2.129   worker-02   <none>           <none>\npaymentservice-78c5996648-rjqvx          1/1     Running   0          72s   172.20.1.71    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-5dwtz    1/1     Running   0          72s   172.20.2.130   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-6w5rh   1/1     Running   0          72s   172.20.1.72    worker-01   <none>           <none>\nredis-cart-68db7b6f97-9dd5j              1/1     Running   0          71s   172.20.2.131   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-pfrpg         1/1     Running   0          71s   172.20.2.132   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-6dc446b96c-bpxgc'}",
+      "output": "Name:             cartservice-6dc446b96c-bpxgc\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=6dc446b96c\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-6dc446b96c\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-x84mz (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-x84mz:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'cartservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: cartservice\n  namespace: boutique\n  labels:\n    app: cartservice\nspec:\n  selector:\n    matchLabels:\n      app: cartservice\n  template:\n    metadata:\n      labels:\n        app: cartservice\n    spec:\n      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\n      serviceAccountName: cartservice\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/cartservice:v0.10.3\n        ports:\n        - containerPort: 7070\n        env:\n        - name: REDIS_ADDR\n          value: \"redis-cart:6379\"\n        resources:\n          requests:\n            cpu: 200m\n            memory: 64Mi\n          limits:\n            cpu: 300m\n            memory: 128Mi\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: cartservice\n  namespace: boutique\n  labels:\n    app: cartservice\nspec:\n  type: ClusterIP\n  selector:\n    app: cartservice\n  ports:\n  - name: grpc\n    port: 7070\n    targetPort: 7070\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: cartservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/58/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-6zs9s                1/1     Running   0          73s   172.20.2.142   worker-02   <none>           <none>\ncartservice-79b49f5555-bnnj9             1/1     Running   0          72s   172.20.1.84    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-dv5jt         1/1     Running   0          72s   172.20.2.143   worker-02   <none>           <none>\ncurrencyservice-6999d4d666-c4bs8         0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nemailservice-b78fc569b-8j8bj             1/1     Running   0          72s   172.20.1.85    worker-01   <none>           <none>\nfrontend-6778bd7b8b-g5kxc                1/1     Running   0          72s   172.20.2.144   worker-02   <none>           <none>\npaymentservice-78c5996648-fqlff          1/1     Running   0          71s   172.20.1.86    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-vlsjp    1/1     Running   0          71s   172.20.1.87    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-hjntg   1/1     Running   0          71s   172.20.2.145   worker-02   <none>           <none>\nredis-cart-68db7b6f97-qms22              1/1     Running   0          71s   172.20.1.88    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-vm4xq         1/1     Running   0          71s   172.20.2.146   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-6999d4d666-c4bs8'}",
+      "output": "Name:             currencyservice-6999d4d666-c4bs8\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=6999d4d666\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-6999d4d666\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:  1280Mi\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-bl8fp (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-bl8fp:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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: 1280Mi\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": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/58/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-6zs9s                1/1     Running   0          73s   172.20.2.142   worker-02   <none>           <none>\ncartservice-79b49f5555-bnnj9             1/1     Running   0          72s   172.20.1.84    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-dv5jt         1/1     Running   0          72s   172.20.2.143   worker-02   <none>           <none>\ncurrencyservice-6999d4d666-c4bs8         0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nemailservice-b78fc569b-8j8bj             1/1     Running   0          72s   172.20.1.85    worker-01   <none>           <none>\nfrontend-6778bd7b8b-g5kxc                1/1     Running   0          72s   172.20.2.144   worker-02   <none>           <none>\npaymentservice-78c5996648-fqlff          1/1     Running   0          71s   172.20.1.86    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-vlsjp    1/1     Running   0          71s   172.20.1.87    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-hjntg   1/1     Running   0          71s   172.20.2.145   worker-02   <none>           <none>\nredis-cart-68db7b6f97-qms22              1/1     Running   0          71s   172.20.1.88    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-vm4xq         1/1     Running   0          71s   172.20.2.146   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-6999d4d666-c4bs8'}",
+      "output": "Name:             currencyservice-6999d4d666-c4bs8\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=6999d4d666\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-6999d4d666\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:  1280Mi\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-bl8fp (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-bl8fp:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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: 1280Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/59/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-pf9v6                1/1     Running   0          73s   172.20.1.89    worker-01   <none>           <none>\ncartservice-79b49f5555-lv4m9             1/1     Running   0          73s   172.20.2.147   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-qjjqs         1/1     Running   0          72s   172.20.1.90    worker-01   <none>           <none>\ncurrencyservice-75686c9564-mcl67         1/1     Running   0          72s   172.20.2.148   worker-02   <none>           <none>\nemailservice-df95f74cd-srzrm             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-7wmv8                1/1     Running   0          72s   172.20.1.91    worker-01   <none>           <none>\npaymentservice-78c5996648-5zkts          1/1     Running   0          72s   172.20.2.149   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-lg5dg    1/1     Running   0          72s   172.20.2.150   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-dcgp8   1/1     Running   0          71s   172.20.1.92    worker-01   <none>           <none>\nredis-cart-68db7b6f97-kl9br              1/1     Running   0          71s   172.20.1.93    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-56r5h         1/1     Running   0          71s   172.20.2.151   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-df95f74cd-srzrm'}",
+      "output": "Name:             emailservice-df95f74cd-srzrm\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=df95f74cd\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-df95f74cd\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-mvz59 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-mvz59:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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          periodSeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/59/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-pf9v6                1/1     Running   0          73s   172.20.1.89    worker-01   <none>           <none>\ncartservice-79b49f5555-lv4m9             1/1     Running   0          73s   172.20.2.147   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-qjjqs         1/1     Running   0          72s   172.20.1.90    worker-01   <none>           <none>\ncurrencyservice-75686c9564-mcl67         1/1     Running   0          72s   172.20.2.148   worker-02   <none>           <none>\nemailservice-df95f74cd-srzrm             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-7wmv8                1/1     Running   0          72s   172.20.1.91    worker-01   <none>           <none>\npaymentservice-78c5996648-5zkts          1/1     Running   0          72s   172.20.2.149   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-lg5dg    1/1     Running   0          72s   172.20.2.150   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-dcgp8   1/1     Running   0          71s   172.20.1.92    worker-01   <none>           <none>\nredis-cart-68db7b6f97-kl9br              1/1     Running   0          71s   172.20.1.93    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-56r5h         1/1     Running   0          71s   172.20.2.151   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-df95f74cd-srzrm'}",
+      "output": "Name:             emailservice-df95f74cd-srzrm\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=df95f74cd\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-df95f74cd\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-mvz59 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-mvz59:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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          periodSeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/6/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-6bx7k                1/1     Running   0          73s   172.20.2.148   worker-02   <none>           <none>\ncartservice-79b49f5555-trkqj             1/1     Running   0          72s   172.20.1.90    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-w8sbd         1/1     Running   0          72s   172.20.2.149   worker-02   <none>           <none>\ncurrencyservice-75686c9564-b9jtq         1/1     Running   0          72s   172.20.1.91    worker-01   <none>           <none>\nemailservice-b78fc569b-hhlkt             1/1     Running   0          72s   172.20.2.150   worker-02   <none>           <none>\nfrontend-6778bd7b8b-vr8vd                1/1     Running   0          72s   172.20.1.92    worker-01   <none>           <none>\npaymentservice-78c5996648-sppwl          1/1     Running   0          71s   172.20.2.151   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-2fqgv    0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-69krc    0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-xm7ln    0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-rswgf   1/1     Running   0          71s   172.20.1.93    worker-01   <none>           <none>\nredis-cart-68db7b6f97-hqjdd              1/1     Running   0          71s   172.20.2.152   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-b2kjc         1/1     Running   0          71s   172.20.3.58    worker-03   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-ddb46fc86-2fqgv'}",
+      "output": "Name:             productcatalogservice-ddb46fc86-2fqgv\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-5srzc (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-5srzc:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 4 node(s) were unschedulable. 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready,SchedulingDisabled   node     95d   v1.31.2   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\nworker-02   Ready,SchedulingDisabled   node     95d   v1.31.2   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\nworker-03   Ready,SchedulingDisabled   node     95d   v1.31.2   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\n"
+    },
+    {
+      "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  replicas: 3\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/6/path2.json

@@ -0,0 +1,28 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-84dbdf99d-6bx7k                1/1     Running   0          73s   172.20.2.148   worker-02   <none>           <none>\ncartservice-79b49f5555-trkqj             1/1     Running   0          72s   172.20.1.90    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-w8sbd         1/1     Running   0          72s   172.20.2.149   worker-02   <none>           <none>\ncurrencyservice-75686c9564-b9jtq         1/1     Running   0          72s   172.20.1.91    worker-01   <none>           <none>\nemailservice-b78fc569b-hhlkt             1/1     Running   0          72s   172.20.2.150   worker-02   <none>           <none>\nfrontend-6778bd7b8b-vr8vd                1/1     Running   0          72s   172.20.1.92    worker-01   <none>           <none>\npaymentservice-78c5996648-sppwl          1/1     Running   0          71s   172.20.2.151   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-2fqgv    0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-69krc    0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-xm7ln    0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-rswgf   1/1     Running   0          71s   172.20.1.93    worker-01   <none>           <none>\nredis-cart-68db7b6f97-hqjdd              1/1     Running   0          71s   172.20.2.152   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-b2kjc         1/1     Running   0          71s   172.20.3.58    worker-03   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-ddb46fc86-xm7ln'}",
+      "output": "Name:             productcatalogservice-ddb46fc86-xm7ln\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-gf2vq (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-gf2vq:\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  Warning  FailedScheduling  73s   default-scheduler  0/4 nodes are available: 4 node(s) were unschedulable. 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   95d   v1.31.2\nworker-01   Ready,SchedulingDisabled   node     95d   v1.31.2\nworker-02   Ready,SchedulingDisabled   node     95d   v1.31.2\nworker-03   Ready,SchedulingDisabled   node     95d   v1.31.2\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/60/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-dzxrw                1/1     Running   0          73s   172.20.2.152   worker-02   <none>           <none>\ncartservice-79b49f5555-qcj2w             1/1     Running   0          73s   172.20.1.94    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-ljlg2         1/1     Running   0          73s   172.20.2.153   worker-02   <none>           <none>\ncurrencyservice-75686c9564-jt2xw         1/1     Running   0          72s   172.20.1.95    worker-01   <none>           <none>\nemailservice-b78fc569b-pzzch             1/1     Running   0          72s   172.20.1.96    worker-01   <none>           <none>\nfrontend-6499cbd48d-5859c                0/1     Pending   0          71s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-7stlk          1/1     Running   0          72s   172.20.2.154   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-tbd6l    1/1     Running   0          72s   172.20.2.155   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-xv87v   1/1     Running   0          72s   172.20.1.97    worker-01   <none>           <none>\nredis-cart-68db7b6f97-h558g              1/1     Running   0          71s   172.20.2.156   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-996xv         1/1     Running   0          71s   172.20.1.98    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-6499cbd48d-5859c'}",
+      "output": "Name:             frontend-6499cbd48d-5859c\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=6499cbd48d\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-6499cbd48d\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    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-k8dfl (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-k8dfl:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: 'frontend'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: frontend\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  selector:\n    matchLabels:\n      app: frontend\n  template:\n    metadata:\n      labels:\n        app: frontend\n      annotations:\n        sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n    spec:\n      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\n      serviceAccountName: frontend\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/frontend:v0.10.3\n          ports:\n          - containerPort: 8080\n          env:\n          - name: PORT\n            value: \"8080\"\n          - name: PRODUCT_CATALOG_SERVICE_ADDR\n            value: \"productcatalogservice:3550\"\n          - name: CURRENCY_SERVICE_ADDR\n            value: \"currencyservice:7000\"\n          - name: CART_SERVICE_ADDR\n            value: \"cartservice:7070\"\n          - name: RECOMMENDATION_SERVICE_ADDR\n            value: \"recommendationservice:8080\"\n          - name: SHIPPING_SERVICE_ADDR\n            value: \"shippingservice:50051\"\n          - name: CHECKOUT_SERVICE_ADDR\n            value: \"checkoutservice:5050\"\n          - name: AD_SERVICE_ADDR\n            value: \"adservice:9555\"\n          - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n            value: \"shoppingassistantservice:80\"\n          - name: ENABLE_PROFILER\n            value: \"0\"\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: frontend\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  type: ClusterIP\n  selector:\n    app: frontend\n  ports:\n  - name: http\n    port: 80\n    targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: frontend\n  namespace: boutique\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: frontend-external\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  type: NodePort\n  selector:\n    app: frontend\n  ports:\n  - name: http\n    port: 80\n    targetPort: 8080\n    nodePort: 30080"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/60/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-dzxrw                1/1     Running   0          73s   172.20.2.152   worker-02   <none>           <none>\ncartservice-79b49f5555-qcj2w             1/1     Running   0          73s   172.20.1.94    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-ljlg2         1/1     Running   0          73s   172.20.2.153   worker-02   <none>           <none>\ncurrencyservice-75686c9564-jt2xw         1/1     Running   0          72s   172.20.1.95    worker-01   <none>           <none>\nemailservice-b78fc569b-pzzch             1/1     Running   0          72s   172.20.1.96    worker-01   <none>           <none>\nfrontend-6499cbd48d-5859c                0/1     Pending   0          71s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-7stlk          1/1     Running   0          72s   172.20.2.154   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-tbd6l    1/1     Running   0          72s   172.20.2.155   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-xv87v   1/1     Running   0          72s   172.20.1.97    worker-01   <none>           <none>\nredis-cart-68db7b6f97-h558g              1/1     Running   0          71s   172.20.2.156   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-996xv         1/1     Running   0          71s   172.20.1.98    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-6499cbd48d-5859c'}",
+      "output": "Name:             frontend-6499cbd48d-5859c\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=6499cbd48d\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-6499cbd48d\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    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-k8dfl (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-k8dfl:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: frontend\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  selector:\n    matchLabels:\n      app: frontend\n  template:\n    metadata:\n      labels:\n        app: frontend\n      annotations:\n        sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n    spec:\n      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\n      serviceAccountName: frontend\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/frontend:v0.10.3\n          ports:\n          - containerPort: 8080\n          env:\n          - name: PORT\n            value: \"8080\"\n          - name: PRODUCT_CATALOG_SERVICE_ADDR\n            value: \"productcatalogservice:3550\"\n          - name: CURRENCY_SERVICE_ADDR\n            value: \"currencyservice:7000\"\n          - name: CART_SERVICE_ADDR\n            value: \"cartservice:7070\"\n          - name: RECOMMENDATION_SERVICE_ADDR\n            value: \"recommendationservice:8080\"\n          - name: SHIPPING_SERVICE_ADDR\n            value: \"shippingservice:50051\"\n          - name: CHECKOUT_SERVICE_ADDR\n            value: \"checkoutservice:5050\"\n          - name: AD_SERVICE_ADDR\n            value: \"adservice:9555\"\n          - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n            value: \"shoppingassistantservice:80\"\n          - name: ENABLE_PROFILER\n            value: \"0\"\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: frontend\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  type: ClusterIP\n  selector:\n    app: frontend\n  ports:\n  - name: http\n    port: 80\n    targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: frontend\n  namespace: boutique\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: frontend-external\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  type: NodePort\n  selector:\n    app: frontend\n  ports:\n  - name: http\n    port: 80\n    targetPort: 8080\n    nodePort: 30080"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/61/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-jbsl5                1/1     Running   0          73s   172.20.1.104   worker-01   <none>           <none>\ncartservice-79b49f5555-l5gfq             1/1     Running   0          73s   172.20.2.162   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-vmcwm         1/1     Running   0          73s   172.20.1.105   worker-01   <none>           <none>\ncurrencyservice-75686c9564-z4g7d         1/1     Running   0          73s   172.20.2.163   worker-02   <none>           <none>\nemailservice-b78fc569b-8r42m             1/1     Running   0          72s   172.20.2.164   worker-02   <none>           <none>\nfrontend-6778bd7b8b-v2cpk                1/1     Running   0          72s   172.20.1.106   worker-01   <none>           <none>\npaymentservice-78c5996648-6ncdb          1/1     Running   0          72s   172.20.1.107   worker-01   <none>           <none>\nproductcatalogservice-799cc5ccb4-fnxqw   0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-qkw4l   1/1     Running   0          72s   172.20.2.165   worker-02   <none>           <none>\nredis-cart-68db7b6f97-qhqtc              1/1     Running   0          72s   172.20.1.108   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-nrx4t         1/1     Running   0          71s   172.20.2.166   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-799cc5ccb4-fnxqw'}",
+      "output": "Name:             productcatalogservice-799cc5ccb4-fnxqw\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=799cc5ccb4\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-799cc5ccb4\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-ccvkl (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-ccvkl:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values: [\"prod\", \"staging\"]\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": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/61/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-jbsl5                1/1     Running   0          73s   172.20.1.104   worker-01   <none>           <none>\ncartservice-79b49f5555-l5gfq             1/1     Running   0          73s   172.20.2.162   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-vmcwm         1/1     Running   0          73s   172.20.1.105   worker-01   <none>           <none>\ncurrencyservice-75686c9564-z4g7d         1/1     Running   0          73s   172.20.2.163   worker-02   <none>           <none>\nemailservice-b78fc569b-8r42m             1/1     Running   0          72s   172.20.2.164   worker-02   <none>           <none>\nfrontend-6778bd7b8b-v2cpk                1/1     Running   0          72s   172.20.1.106   worker-01   <none>           <none>\npaymentservice-78c5996648-6ncdb          1/1     Running   0          72s   172.20.1.107   worker-01   <none>           <none>\nproductcatalogservice-799cc5ccb4-fnxqw   0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-qkw4l   1/1     Running   0          72s   172.20.2.165   worker-02   <none>           <none>\nredis-cart-68db7b6f97-qhqtc              1/1     Running   0          72s   172.20.1.108   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-nrx4t         1/1     Running   0          71s   172.20.2.166   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-799cc5ccb4-fnxqw'}",
+      "output": "Name:             productcatalogservice-799cc5ccb4-fnxqw\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=799cc5ccb4\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-799cc5ccb4\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-ccvkl (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-ccvkl:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    },
+    {
+      "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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values: [\"prod\", \"staging\"]\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/62/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-62kk6               1/1     Running   0          72s   172.20.2.167   worker-02   <none>           <none>\ncartservice-79b49f5555-5jd6s            1/1     Running   0          72s   172.20.1.111   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-89v8m        1/1     Running   0          72s   172.20.1.112   worker-01   <none>           <none>\ncurrencyservice-75686c9564-6mppl        1/1     Running   0          72s   172.20.2.168   worker-02   <none>           <none>\nemailservice-b78fc569b-csb9t            1/1     Running   0          72s   172.20.2.169   worker-02   <none>           <none>\nfrontend-6778bd7b8b-chjw4               1/1     Running   0          71s   172.20.1.113   worker-01   <none>           <none>\npaymentservice-78c5996648-wwfms         1/1     Running   0          71s   172.20.1.114   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-78kcb   1/1     Running   0          71s   172.20.2.170   worker-02   <none>           <none>\nrecommendationservice-f498857d6-rv5bj   0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nredis-cart-68db7b6f97-pv5dm             1/1     Running   0          71s   172.20.2.171   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-bgvpp        1/1     Running   0          70s   172.20.1.115   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-f498857d6-rv5bj'}",
+      "output": "Name:             recommendationservice-f498857d6-rv5bj\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=f498857d6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-f498857d6\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-zqdb2 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-zqdb2:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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          periodSeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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\nworker-02   Ready                      node     95d   v1.31.2   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\nworker-03   Ready                      node     95d   v1.31.2   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\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/62/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-62kk6               1/1     Running   0          72s   172.20.2.167   worker-02   <none>           <none>\ncartservice-79b49f5555-5jd6s            1/1     Running   0          72s   172.20.1.111   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-89v8m        1/1     Running   0          72s   172.20.1.112   worker-01   <none>           <none>\ncurrencyservice-75686c9564-6mppl        1/1     Running   0          72s   172.20.2.168   worker-02   <none>           <none>\nemailservice-b78fc569b-csb9t            1/1     Running   0          72s   172.20.2.169   worker-02   <none>           <none>\nfrontend-6778bd7b8b-chjw4               1/1     Running   0          71s   172.20.1.113   worker-01   <none>           <none>\npaymentservice-78c5996648-wwfms         1/1     Running   0          71s   172.20.1.114   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-78kcb   1/1     Running   0          71s   172.20.2.170   worker-02   <none>           <none>\nrecommendationservice-f498857d6-rv5bj   0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nredis-cart-68db7b6f97-pv5dm             1/1     Running   0          71s   172.20.2.171   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-bgvpp        1/1     Running   0          70s   172.20.1.115   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-f498857d6-rv5bj'}",
+      "output": "Name:             recommendationservice-f498857d6-rv5bj\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=f498857d6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-f498857d6\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-zqdb2 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-zqdb2:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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\nworker-02   Ready                      node     95d   v1.31.2   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\nworker-03   Ready                      node     95d   v1.31.2   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\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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          periodSeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/63/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-t5dp4                1/1     Running   0          72s   172.20.2.172   worker-02   <none>           <none>\ncartservice-79b49f5555-k6rcf             1/1     Running   0          72s   172.20.1.116   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-4whv9         1/1     Running   0          72s   172.20.1.117   worker-01   <none>           <none>\ncurrencyservice-75686c9564-jjxf5         1/1     Running   0          72s   172.20.2.173   worker-02   <none>           <none>\nemailservice-b78fc569b-hdwdw             1/1     Running   0          72s   172.20.2.174   worker-02   <none>           <none>\nfrontend-6778bd7b8b-bfw8f                1/1     Running   0          71s   172.20.1.118   worker-01   <none>           <none>\npaymentservice-78c5996648-bjfcv          1/1     Running   0          71s   172.20.2.175   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-vnrh9    1/1     Running   0          71s   172.20.1.119   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-cvpjs   1/1     Running   0          71s   172.20.1.120   worker-01   <none>           <none>\nredis-cart-6b998586b5-mwkcl              0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nshippingservice-7cbfcb6d68-zpxlm         1/1     Running   0          71s   172.20.2.176   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-6b998586b5-mwkcl'}",
+      "output": "Name:             redis-cart-6b998586b5-mwkcl\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=6b998586b5\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-6b998586b5\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-nqlfr (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-nqlfr:\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  Warning  FailedScheduling  73s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: 'redis-cart'}",
+      "output": "apiVersion: v1\nkind: PersistentVolume\nmetadata:\n  name: redis-cart-pv\nspec:\n  capacity:\n    storage: 1Gi\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: 1Gi\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 125m\n          requests:\n            cpu: 70m\n            memory: 200Mi\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": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/63/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-t5dp4                1/1     Running   0          72s   172.20.2.172   worker-02   <none>           <none>\ncartservice-79b49f5555-k6rcf             1/1     Running   0          72s   172.20.1.116   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-4whv9         1/1     Running   0          72s   172.20.1.117   worker-01   <none>           <none>\ncurrencyservice-75686c9564-jjxf5         1/1     Running   0          72s   172.20.2.173   worker-02   <none>           <none>\nemailservice-b78fc569b-hdwdw             1/1     Running   0          72s   172.20.2.174   worker-02   <none>           <none>\nfrontend-6778bd7b8b-bfw8f                1/1     Running   0          71s   172.20.1.118   worker-01   <none>           <none>\npaymentservice-78c5996648-bjfcv          1/1     Running   0          71s   172.20.2.175   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-vnrh9    1/1     Running   0          71s   172.20.1.119   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-cvpjs   1/1     Running   0          71s   172.20.1.120   worker-01   <none>           <none>\nredis-cart-6b998586b5-mwkcl              0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nshippingservice-7cbfcb6d68-zpxlm         1/1     Running   0          71s   172.20.2.176   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-6b998586b5-mwkcl'}",
+      "output": "Name:             redis-cart-6b998586b5-mwkcl\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=6b998586b5\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-6b998586b5\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-nqlfr (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-nqlfr:\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  Warning  FailedScheduling  73s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-02,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-03   Ready                      node     95d   v1.31.2   beta.kubernetes.io/arch=amd64,beta.kubernetes.io/os=linux,env=dev,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-03,kubernetes.io/os=linux,kubernetes.io/role=node\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: 1Gi\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: 1Gi\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: env\n                operator: In\n                values:\n                - prod\n                - staging\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          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          tcpSocket:\n            port: 6379\n        volumeMounts:\n        - mountPath: /data\n          name: redis-data\n        resources:\n          limits:\n            memory: 256Mi\n            cpu: 125m\n          requests:\n            cpu: 70m\n            memory: 200Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/64/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-89g4f                1/1     Running   0          73s   172.20.2.188   worker-02   <none>           <none>\ncartservice-55b495c7ff-cwvgb             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-9s76h         1/1     Running   0          73s   172.20.1.130   worker-01   <none>           <none>\ncurrencyservice-75686c9564-x6bpv         1/1     Running   0          73s   172.20.1.131   worker-01   <none>           <none>\nemailservice-b78fc569b-lf2vk             1/1     Running   0          72s   172.20.2.189   worker-02   <none>           <none>\nfrontend-6778bd7b8b-hvf6d                1/1     Running   0          72s   172.20.1.132   worker-01   <none>           <none>\npaymentservice-78c5996648-qfqt4          1/1     Running   0          72s   172.20.1.133   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-pcg5b    1/1     Running   0          72s   172.20.2.190   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-5n59d   1/1     Running   0          72s   172.20.2.191   worker-02   <none>           <none>\nredis-cart-68db7b6f97-b9tk8              1/1     Running   0          71s   172.20.1.134   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-5bmnf         1/1     Running   0          71s   172.20.1.135   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-55b495c7ff-cwvgb'}",
+      "output": "Name:             cartservice-55b495c7ff-cwvgb\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=55b495c7ff\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-55b495c7ff\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-cf66z (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-cf66z:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: 'cartservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: cartservice\n  namespace: boutique\n  labels:\n    app: cartservice\nspec:\n  selector:\n    matchLabels:\n      app: cartservice\n  template:\n    metadata:\n      labels:\n        app: cartservice\n    spec:\n      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\n      serviceAccountName: cartservice\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/cartservice:v0.10.3\n        ports:\n        - containerPort: 7070\n        env:\n        - name: REDIS_ADDR\n          value: \"redis-cart:6379\"\n        resources:\n          requests:\n            cpu: 200m\n            memory: 64Mi\n          limits:\n            cpu: 300m\n            memory: 128Mi\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: cartservice\n  namespace: boutique\n  labels:\n    app: cartservice\nspec:\n  type: ClusterIP\n  selector:\n    app: cartservice\n  ports:\n  - name: grpc\n    port: 7070\n    targetPort: 7070\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: cartservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/64/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-89g4f                1/1     Running   0          73s   172.20.2.188   worker-02   <none>           <none>\ncartservice-55b495c7ff-cwvgb             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-9s76h         1/1     Running   0          73s   172.20.1.130   worker-01   <none>           <none>\ncurrencyservice-75686c9564-x6bpv         1/1     Running   0          73s   172.20.1.131   worker-01   <none>           <none>\nemailservice-b78fc569b-lf2vk             1/1     Running   0          72s   172.20.2.189   worker-02   <none>           <none>\nfrontend-6778bd7b8b-hvf6d                1/1     Running   0          72s   172.20.1.132   worker-01   <none>           <none>\npaymentservice-78c5996648-qfqt4          1/1     Running   0          72s   172.20.1.133   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-pcg5b    1/1     Running   0          72s   172.20.2.190   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-5n59d   1/1     Running   0          72s   172.20.2.191   worker-02   <none>           <none>\nredis-cart-68db7b6f97-b9tk8              1/1     Running   0          71s   172.20.1.134   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-5bmnf         1/1     Running   0          71s   172.20.1.135   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-55b495c7ff-cwvgb'}",
+      "output": "Name:             cartservice-55b495c7ff-cwvgb\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=55b495c7ff\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-55b495c7ff\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-cf66z (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-cf66z:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'cartservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: cartservice\n  namespace: boutique\n  labels:\n    app: cartservice\nspec:\n  selector:\n    matchLabels:\n      app: cartservice\n  template:\n    metadata:\n      labels:\n        app: cartservice\n    spec:\n      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\n      serviceAccountName: cartservice\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/cartservice:v0.10.3\n        ports:\n        - containerPort: 7070\n        env:\n        - name: REDIS_ADDR\n          value: \"redis-cart:6379\"\n        resources:\n          requests:\n            cpu: 200m\n            memory: 64Mi\n          limits:\n            cpu: 300m\n            memory: 128Mi\n\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: cartservice\n  namespace: boutique\n  labels:\n    app: cartservice\nspec:\n  type: ClusterIP\n  selector:\n    app: cartservice\n  ports:\n  - name: grpc\n    port: 7070\n    targetPort: 7070\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: cartservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/65/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-69x78                1/1     Running   0          73s   172.20.2.197   worker-02   <none>           <none>\ncartservice-79b49f5555-prpcq             1/1     Running   0          73s   172.20.1.141   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-7qjnf         1/1     Running   0          73s   172.20.2.198   worker-02   <none>           <none>\ncurrencyservice-68dfd644cd-njq8p         0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nemailservice-b78fc569b-8vbzs             1/1     Running   0          73s   172.20.1.142   worker-01   <none>           <none>\nfrontend-6778bd7b8b-7qbmx                1/1     Running   0          72s   172.20.2.199   worker-02   <none>           <none>\npaymentservice-78c5996648-g9lls          1/1     Running   0          72s   172.20.1.143   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-6bk5h    1/1     Running   0          72s   172.20.2.200   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-wk6bn   1/1     Running   0          72s   172.20.1.144   worker-01   <none>           <none>\nredis-cart-68db7b6f97-gc9bx              1/1     Running   0          71s   172.20.2.201   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-tlfzd         1/1     Running   0          71s   172.20.1.145   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-68dfd644cd-njq8p'}",
+      "output": "Name:             currencyservice-68dfd644cd-njq8p\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=68dfd644cd\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-68dfd644cd\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:  1280Mi\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-jgm2k (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-jgm2k:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\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: 1280Mi\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": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/65/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-69x78                1/1     Running   0          73s   172.20.2.197   worker-02   <none>           <none>\ncartservice-79b49f5555-prpcq             1/1     Running   0          73s   172.20.1.141   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-7qjnf         1/1     Running   0          73s   172.20.2.198   worker-02   <none>           <none>\ncurrencyservice-68dfd644cd-njq8p         0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nemailservice-b78fc569b-8vbzs             1/1     Running   0          73s   172.20.1.142   worker-01   <none>           <none>\nfrontend-6778bd7b8b-7qbmx                1/1     Running   0          72s   172.20.2.199   worker-02   <none>           <none>\npaymentservice-78c5996648-g9lls          1/1     Running   0          72s   172.20.1.143   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-6bk5h    1/1     Running   0          72s   172.20.2.200   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-wk6bn   1/1     Running   0          72s   172.20.1.144   worker-01   <none>           <none>\nredis-cart-68db7b6f97-gc9bx              1/1     Running   0          71s   172.20.2.201   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-tlfzd         1/1     Running   0          71s   172.20.1.145   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-68dfd644cd-njq8p'}",
+      "output": "Name:             currencyservice-68dfd644cd-njq8p\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=68dfd644cd\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-68dfd644cd\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:  1280Mi\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-jgm2k (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-jgm2k:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\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: 1280Mi\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/66/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "GetResources"
+    ]
+  },
+  "diagnostic_trace": [
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'pod', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME                                     READY   STATUS    RESTARTS   AGE   LABELS\nadservice-84dbdf99d-fr9t8                1/1     Running   0          73s   app=adservice,pod-template-hash=84dbdf99d\ncartservice-79b49f5555-tkb5z             1/1     Running   0          72s   app=cartservice,pod-template-hash=79b49f5555\ncheckoutservice-8445f8b6cb-vfbq9         1/1     Running   0          72s   app=checkoutservice,pod-template-hash=8445f8b6cb\ncurrencyservice-75686c9564-rskx9         1/1     Running   0          72s   app=currencyservice,pod-template-hash=75686c9564\nemailservice-5b8845df78-rbs5x            0/1     Pending   0          70s   app=emailservice,pod-template-hash=5b8845df78\nfrontend-6778bd7b8b-zvj6j                1/1     Running   0          72s   app=frontend,pod-template-hash=6778bd7b8b\npaymentservice-78c5996648-bkvmq          1/1     Running   0          71s   app=paymentservice,pod-template-hash=78c5996648\nproductcatalogservice-ddb46fc86-t8fvk    1/1     Running   0          71s   app=productcatalogservice,pod-template-hash=ddb46fc86\nrecommendationservice-7df9c5b676-c9t5f   1/1     Running   0          71s   app=recommendationservice,pod-template-hash=7df9c5b676\nredis-cart-68db7b6f97-ldtwh              1/1     Running   0          71s   app=redis-cart,pod-template-hash=68db7b6f97\nshippingservice-7cbfcb6d68-4svdd         1/1     Running   0          71s   app=shippingservice,pod-template-hash=7cbfcb6d68\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-5b8845df78-rbs5x'}",
+      "output": "Name:             emailservice-5b8845df78-rbs5x\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=5b8845df78\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-5b8845df78\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-5rjn5 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-5rjn5:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\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          periodSeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/66/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-fr9t8                1/1     Running   0          73s   172.20.1.151   worker-01   <none>           <none>\ncartservice-79b49f5555-tkb5z             1/1     Running   0          72s   172.20.2.207   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-vfbq9         1/1     Running   0          72s   172.20.1.152   worker-01   <none>           <none>\ncurrencyservice-75686c9564-rskx9         1/1     Running   0          72s   172.20.2.208   worker-02   <none>           <none>\nemailservice-5b8845df78-rbs5x            0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-zvj6j                1/1     Running   0          72s   172.20.1.153   worker-01   <none>           <none>\npaymentservice-78c5996648-bkvmq          1/1     Running   0          71s   172.20.2.209   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-t8fvk    1/1     Running   0          71s   172.20.2.210   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-c9t5f   1/1     Running   0          71s   172.20.1.154   worker-01   <none>           <none>\nredis-cart-68db7b6f97-ldtwh              1/1     Running   0          71s   172.20.1.155   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-4svdd         1/1     Running   0          71s   172.20.2.211   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-5b8845df78-rbs5x'}",
+      "output": "Name:             emailservice-5b8845df78-rbs5x\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=5b8845df78\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-5b8845df78\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-5rjn5 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-5rjn5:\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  Warning  FailedScheduling  71s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\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          periodSeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/67/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-lsjrt                1/1     Running   0          73s   172.20.1.156   worker-01   <none>           <none>\ncartservice-79b49f5555-zlfdr             1/1     Running   0          73s   172.20.2.212   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-r2t76         1/1     Running   0          72s   172.20.2.213   worker-02   <none>           <none>\ncurrencyservice-75686c9564-ds76m         1/1     Running   0          72s   172.20.1.157   worker-01   <none>           <none>\nemailservice-b78fc569b-bsr48             1/1     Running   0          72s   172.20.1.158   worker-01   <none>           <none>\nfrontend-77cf88bb6d-swpvk                0/1     Pending   0          71s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-v9trg          1/1     Running   0          72s   172.20.2.214   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-gpjjd    1/1     Running   0          71s   172.20.2.215   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-xxpff   1/1     Running   0          71s   172.20.1.159   worker-01   <none>           <none>\nredis-cart-68db7b6f97-6csmw              1/1     Running   0          71s   172.20.1.160   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-zc8wb         1/1     Running   0          71s   172.20.2.216   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-77cf88bb6d-swpvk'}",
+      "output": "Name:             frontend-77cf88bb6d-swpvk\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=77cf88bb6d\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-77cf88bb6d\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    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-428tq (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-428tq:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: 'frontend'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: frontend\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  selector:\n    matchLabels:\n      app: frontend\n  template:\n    metadata:\n      labels:\n        app: frontend\n      annotations:\n        sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n    spec:\n      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\n      serviceAccountName: frontend\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/frontend:v0.10.3\n          ports:\n          - containerPort: 8080\n          env:\n          - name: PORT\n            value: \"8080\"\n          - name: PRODUCT_CATALOG_SERVICE_ADDR\n            value: \"productcatalogservice:3550\"\n          - name: CURRENCY_SERVICE_ADDR\n            value: \"currencyservice:7000\"\n          - name: CART_SERVICE_ADDR\n            value: \"cartservice:7070\"\n          - name: RECOMMENDATION_SERVICE_ADDR\n            value: \"recommendationservice:8080\"\n          - name: SHIPPING_SERVICE_ADDR\n            value: \"shippingservice:50051\"\n          - name: CHECKOUT_SERVICE_ADDR\n            value: \"checkoutservice:5050\"\n          - name: AD_SERVICE_ADDR\n            value: \"adservice:9555\"\n          - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n            value: \"shoppingassistantservice:80\"\n          - name: ENABLE_PROFILER\n            value: \"0\"\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: frontend\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  type: ClusterIP\n  selector:\n    app: frontend\n  ports:\n  - name: http\n    port: 80\n    targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: frontend\n  namespace: boutique\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: frontend-external\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  type: NodePort\n  selector:\n    app: frontend\n  ports:\n  - name: http\n    port: 80\n    targetPort: 8080\n    nodePort: 30080"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/67/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-lsjrt                1/1     Running   0          73s   172.20.1.156   worker-01   <none>           <none>\ncartservice-79b49f5555-zlfdr             1/1     Running   0          73s   172.20.2.212   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-r2t76         1/1     Running   0          72s   172.20.2.213   worker-02   <none>           <none>\ncurrencyservice-75686c9564-ds76m         1/1     Running   0          72s   172.20.1.157   worker-01   <none>           <none>\nemailservice-b78fc569b-bsr48             1/1     Running   0          72s   172.20.1.158   worker-01   <none>           <none>\nfrontend-77cf88bb6d-swpvk                0/1     Pending   0          71s   <none>         <none>      <none>           <none>\npaymentservice-78c5996648-v9trg          1/1     Running   0          72s   172.20.2.214   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-gpjjd    1/1     Running   0          71s   172.20.2.215   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-xxpff   1/1     Running   0          71s   172.20.1.159   worker-01   <none>           <none>\nredis-cart-68db7b6f97-6csmw              1/1     Running   0          71s   172.20.1.160   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-zc8wb         1/1     Running   0          71s   172.20.2.216   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'frontend-77cf88bb6d-swpvk'}",
+      "output": "Name:             frontend-77cf88bb6d-swpvk\nNamespace:        boutique\nPriority:         0\nService Account:  frontend\nNode:             <none>\nLabels:           app=frontend\n                  pod-template-hash=77cf88bb6d\nAnnotations:      sidecar.istio.io/rewriteAppHTTPProbers: true\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/frontend-77cf88bb6d\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    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-428tq (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-428tq:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'frontend'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: frontend\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  selector:\n    matchLabels:\n      app: frontend\n  template:\n    metadata:\n      labels:\n        app: frontend\n      annotations:\n        sidecar.istio.io/rewriteAppHTTPProbers: \"true\"\n    spec:\n      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\n      serviceAccountName: frontend\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/frontend:v0.10.3\n          ports:\n          - containerPort: 8080\n          env:\n          - name: PORT\n            value: \"8080\"\n          - name: PRODUCT_CATALOG_SERVICE_ADDR\n            value: \"productcatalogservice:3550\"\n          - name: CURRENCY_SERVICE_ADDR\n            value: \"currencyservice:7000\"\n          - name: CART_SERVICE_ADDR\n            value: \"cartservice:7070\"\n          - name: RECOMMENDATION_SERVICE_ADDR\n            value: \"recommendationservice:8080\"\n          - name: SHIPPING_SERVICE_ADDR\n            value: \"shippingservice:50051\"\n          - name: CHECKOUT_SERVICE_ADDR\n            value: \"checkoutservice:5050\"\n          - name: AD_SERVICE_ADDR\n            value: \"adservice:9555\"\n          - name: SHOPPING_ASSISTANT_SERVICE_ADDR\n            value: \"shoppingassistantservice:80\"\n          - name: ENABLE_PROFILER\n            value: \"0\"\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: frontend\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  type: ClusterIP\n  selector:\n    app: frontend\n  ports:\n  - name: http\n    port: 80\n    targetPort: 8080\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: frontend\n  namespace: boutique\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: frontend-external\n  namespace: boutique\n  labels:\n    app: frontend\nspec:\n  type: NodePort\n  selector:\n    app: frontend\n  ports:\n  - name: http\n    port: 80\n    targetPort: 8080\n    nodePort: 30080"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/68/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-wf7gj                1/1     Running   0          73s   172.20.2.222   worker-02   <none>           <none>\ncartservice-79b49f5555-zh4zb             1/1     Running   0          73s   172.20.1.166   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-867kg         1/1     Running   0          73s   172.20.2.223   worker-02   <none>           <none>\ncurrencyservice-75686c9564-h4ctf         1/1     Running   0          73s   172.20.1.167   worker-01   <none>           <none>\nemailservice-b78fc569b-xf24g             1/1     Running   0          72s   172.20.2.224   worker-02   <none>           <none>\nfrontend-6778bd7b8b-96dkv                1/1     Running   0          72s   172.20.1.168   worker-01   <none>           <none>\npaymentservice-78c5996648-ztvq4          1/1     Running   0          72s   172.20.2.225   worker-02   <none>           <none>\nproductcatalogservice-768c4964d8-2tvlg   0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-27x9s   1/1     Running   0          72s   172.20.1.169   worker-01   <none>           <none>\nredis-cart-68db7b6f97-txjrr              1/1     Running   0          71s   172.20.2.226   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-lsss6         1/1     Running   0          71s   172.20.1.170   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-768c4964d8-2tvlg'}",
+      "output": "Name:             productcatalogservice-768c4964d8-2tvlg\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=768c4964d8\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-768c4964d8\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-h6p85 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-h6p85:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\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": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/68/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-wf7gj                1/1     Running   0          73s   172.20.2.222   worker-02   <none>           <none>\ncartservice-79b49f5555-zh4zb             1/1     Running   0          73s   172.20.1.166   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-867kg         1/1     Running   0          73s   172.20.2.223   worker-02   <none>           <none>\ncurrencyservice-75686c9564-h4ctf         1/1     Running   0          73s   172.20.1.167   worker-01   <none>           <none>\nemailservice-b78fc569b-xf24g             1/1     Running   0          72s   172.20.2.224   worker-02   <none>           <none>\nfrontend-6778bd7b8b-96dkv                1/1     Running   0          72s   172.20.1.168   worker-01   <none>           <none>\npaymentservice-78c5996648-ztvq4          1/1     Running   0          72s   172.20.2.225   worker-02   <none>           <none>\nproductcatalogservice-768c4964d8-2tvlg   0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-27x9s   1/1     Running   0          72s   172.20.1.169   worker-01   <none>           <none>\nredis-cart-68db7b6f97-txjrr              1/1     Running   0          71s   172.20.2.226   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-lsss6         1/1     Running   0          71s   172.20.1.170   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-768c4964d8-2tvlg'}",
+      "output": "Name:             productcatalogservice-768c4964d8-2tvlg\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=768c4964d8\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-768c4964d8\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-h6p85 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-h6p85:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    },
+    {
+      "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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/69/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-84dbdf99d-652nv                1/1     Running   0          73s   172.20.1.172   worker-01   <none>           <none>\ncartservice-79b49f5555-wf429             1/1     Running   0          72s   172.20.2.227   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-62r7s         1/1     Running   0          72s   172.20.2.228   worker-02   <none>           <none>\ncurrencyservice-75686c9564-9r8gg         1/1     Running   0          72s   172.20.1.173   worker-01   <none>           <none>\nemailservice-b78fc569b-qk28m             1/1     Running   0          72s   172.20.2.229   worker-02   <none>           <none>\nfrontend-6778bd7b8b-bthvt                1/1     Running   0          71s   172.20.1.174   worker-01   <none>           <none>\npaymentservice-78c5996648-gx84z          1/1     Running   0          71s   172.20.1.175   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-48bmb    1/1     Running   0          71s   172.20.2.230   worker-02   <none>           <none>\nrecommendationservice-797c4ccc78-mqh4f   0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nredis-cart-68db7b6f97-kkbtj              1/1     Running   0          71s   172.20.2.231   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-qx9k2         1/1     Running   0          71s   172.20.1.176   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-797c4ccc78-mqh4f'}",
+      "output": "Name:             recommendationservice-797c4ccc78-mqh4f\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=797c4ccc78\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-797c4ccc78\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-86tqm (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-86tqm:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: '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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\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          periodSeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/69/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML"
+    ]
+  },
+  "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-84dbdf99d-652nv                1/1     Running   0          73s   172.20.1.172   worker-01   <none>           <none>\ncartservice-79b49f5555-wf429             1/1     Running   0          72s   172.20.2.227   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-62r7s         1/1     Running   0          72s   172.20.2.228   worker-02   <none>           <none>\ncurrencyservice-75686c9564-9r8gg         1/1     Running   0          72s   172.20.1.173   worker-01   <none>           <none>\nemailservice-b78fc569b-qk28m             1/1     Running   0          72s   172.20.2.229   worker-02   <none>           <none>\nfrontend-6778bd7b8b-bthvt                1/1     Running   0          71s   172.20.1.174   worker-01   <none>           <none>\npaymentservice-78c5996648-gx84z          1/1     Running   0          71s   172.20.1.175   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-48bmb    1/1     Running   0          71s   172.20.2.230   worker-02   <none>           <none>\nrecommendationservice-797c4ccc78-mqh4f   0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nredis-cart-68db7b6f97-kkbtj              1/1     Running   0          71s   172.20.2.231   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-qx9k2         1/1     Running   0          71s   172.20.1.176   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-797c4ccc78-mqh4f'}",
+      "output": "Name:             recommendationservice-797c4ccc78-mqh4f\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=797c4ccc78\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-797c4ccc78\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=5s #success=1 #failure=3\n    Readiness:  grpc <pod>:8080  delay=5s timeout=1s period=5s #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-86tqm (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-86tqm:\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  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) were unschedulable, 3 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   95d   v1.31.2   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\nworker-01   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-02   Ready                      node     95d   v1.31.2   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,state=maintenance\nworker-03   Ready                      node     95d   v1.31.2   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,state=maintenance\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      affinity:\n        nodeAffinity:\n          requiredDuringSchedulingIgnoredDuringExecution:\n            nodeSelectorTerms:\n            - matchExpressions:\n              - key: state\n                operator: NotIn\n                values:\n                - maintenance\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          periodSeconds: 5\n          grpc:\n            port: 8080\n        livenessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/7/path1.json

@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "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-84dbdf99d-dmr2q                1/1     Running   0          73s   172.20.2.173   worker-02   <none>           <none>\ncartservice-79b49f5555-r6vs9             1/1     Running   0          73s   172.20.1.109   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-92bqr         1/1     Running   0          73s   172.20.2.174   worker-02   <none>           <none>\ncurrencyservice-75686c9564-9nks5         1/1     Running   0          73s   172.20.1.110   worker-01   <none>           <none>\nemailservice-b78fc569b-rnm5n             1/1     Running   0          72s   172.20.2.175   worker-02   <none>           <none>\nfrontend-6778bd7b8b-6thhw                1/1     Running   0          72s   172.20.1.111   worker-01   <none>           <none>\npaymentservice-78c5996648-ccvjb          1/1     Running   0          72s   172.20.2.176   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-6kblg    1/1     Running   0          72s   172.20.1.112   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-bclkl   1/1     Running   0          72s   172.20.1.113   worker-01   <none>           <none>\nredis-cart-68db7b6f97-5nwwk              0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nredis-cart-68db7b6f97-9chqj              1/1     Running   0          71s   172.20.3.69    worker-03   <none>           <none>\nredis-cart-68db7b6f97-hlbw9              0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nredis-cart-68db7b6f97-qg6gh              0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nredis-cart-68db7b6f97-v8qkf              0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nshippingservice-7cbfcb6d68-qvcpq         1/1     Running   0          71s   172.20.2.177   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-5nwwk'}",
+      "output": "Name:             redis-cart-68db7b6f97-5nwwk\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=68db7b6f97\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-68db7b6f97\nContainers:\n  redis:\n    Image:      redis:alpine\n    Port:       6379/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     125m\n      memory:  256Mi\n    Requests:\n      cpu:        70m\n      memory:     200Mi\n    Liveness:     tcp-socket :6379 delay=5s timeout=1s period=5s #success=1 #failure=3\n    Readiness:    tcp-socket :6379 delay=5s timeout=1s period=5s #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-pqqb6 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \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-pqqb6:\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  Warning  FailedScheduling  73s   default-scheduler  0/4 nodes are available: 4 node(s) were unschedulable. 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: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   98d   v1.31.2   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\nworker-01   Ready,SchedulingDisabled   node     98d   v1.31.2   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\nworker-02   Ready,SchedulingDisabled   node     98d   v1.31.2   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\nworker-03   Ready,SchedulingDisabled   node     98d   v1.31.2   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\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": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "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": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "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": "15671344Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "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": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}