Publish Cloud-OpsBench v1.0.0 benchmark artifacts (part 70)

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

golden-trajectory/boutique/scheduling/139/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources"
+    ]
+  },
+  "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-6f89c99b76-8zz5q               1/1     Running   0          114s\ncartservice-7c5f46fc47-5nxzb             1/1     Running   0          113s\ncheckoutservice-8445f8b6cb-927sr         1/1     Running   0          113s\ncurrencyservice-5bc9dbdf66-lfzr6         1/1     Running   0          113s\nemailservice-c86b9b8f6-9stg5             1/1     Running   0          113s\nfrontend-6778bd7b8b-qg2fw                1/1     Running   0          113s\npaymentservice-64b6c744b5-jvhdj          1/1     Running   0          112s\nproductcatalogservice-6fb89f98f8-j6jvc   1/1     Running   0          112s\nrecommendationservice-786899779d-hb4s7   1/1     Running   0          112s\nredis-cart-68db7b6f97-v52rv              0/1     Pending   0          107s\nshippingservice-7ff54bf6b6-88wmt         1/1     Running   0          112s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-v52rv'}",
+      "output": "Name:             redis-cart-68db7b6f97-v52rv\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-gpklb (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-gpklb:\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\npvc-a            Bound     redis-pv   1Gi        RWO                           <unset>                 2m3s\nredis-cart-pvc   Pending                                                       <unset>                 118s\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-pv   1Gi        RWO            Retain           Bound    boutique/pvc-a                  <unset>                          2m16s\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/139/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-6f89c99b76-8zz5q               1/1     Running   0          114s\ncartservice-7c5f46fc47-5nxzb             1/1     Running   0          113s\ncheckoutservice-8445f8b6cb-927sr         1/1     Running   0          113s\ncurrencyservice-5bc9dbdf66-lfzr6         1/1     Running   0          113s\nemailservice-c86b9b8f6-9stg5             1/1     Running   0          113s\nfrontend-6778bd7b8b-qg2fw                1/1     Running   0          113s\npaymentservice-64b6c744b5-jvhdj          1/1     Running   0          112s\nproductcatalogservice-6fb89f98f8-j6jvc   1/1     Running   0          112s\nrecommendationservice-786899779d-hb4s7   1/1     Running   0          112s\nredis-cart-68db7b6f97-v52rv              0/1     Pending   0          107s\nshippingservice-7ff54bf6b6-88wmt         1/1     Running   0          112s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-v52rv'}",
+      "output": "Name:             redis-cart-68db7b6f97-v52rv\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-gpklb (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-gpklb:\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\npvc-a            Bound     redis-pv   1Gi        RWO                           <unset>                 2m3s\nredis-cart-pvc   Pending                                                       <unset>                 118s\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-pv   1Gi        RWO            Retain           Bound    boutique/pvc-a                  <unset>                          2m16s\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'redis-cart'}",
+      "output": "apiVersion: 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      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/14/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-ths9b                1/1     Running   0          73s   172.20.2.211   worker-02   <none>           <none>\ncartservice-79b49f5555-8xn8q             1/1     Running   0          73s   172.20.1.152   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-nrzhg         1/1     Running   0          73s   172.20.2.212   worker-02   <none>           <none>\ncurrencyservice-75686c9564-mp96z         1/1     Running   0          72s   172.20.1.153   worker-01   <none>           <none>\nemailservice-b78fc569b-rwkj4             1/1     Running   0          72s   172.20.2.213   worker-02   <none>           <none>\nfrontend-6778bd7b8b-8qq4s                1/1     Running   0          72s   172.20.1.154   worker-01   <none>           <none>\npaymentservice-649775dc6-r5gvj           0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-ttb6k    1/1     Running   0          72s   172.20.1.155   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-b965h   1/1     Running   0          72s   172.20.2.214   worker-02   <none>           <none>\nredis-cart-68db7b6f97-lzslt              1/1     Running   0          71s   172.20.2.215   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-dp6k9         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: 'paymentservice-649775dc6-r5gvj'}",
+      "output": "Name:             paymentservice-649775dc6-r5gvj\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=649775dc6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-649775dc6\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-4xzqc (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-4xzqc:\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:              hardware-type=gpu\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: 2 node(s) didn't match Pod's node affinity/selector, 2 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,hardware-type=gpu,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      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                      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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/14/path2.json

@@ -0,0 +1,141 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetAppYAML",
+      "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-ths9b                1/1     Running   0          73s   172.20.2.211   worker-02   <none>           <none>\ncartservice-79b49f5555-8xn8q             1/1     Running   0          73s   172.20.1.152   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-nrzhg         1/1     Running   0          73s   172.20.2.212   worker-02   <none>           <none>\ncurrencyservice-75686c9564-mp96z         1/1     Running   0          72s   172.20.1.153   worker-01   <none>           <none>\nemailservice-b78fc569b-rwkj4             1/1     Running   0          72s   172.20.2.213   worker-02   <none>           <none>\nfrontend-6778bd7b8b-8qq4s                1/1     Running   0          72s   172.20.1.154   worker-01   <none>           <none>\npaymentservice-649775dc6-r5gvj           0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-ttb6k    1/1     Running   0          72s   172.20.1.155   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-b965h   1/1     Running   0          72s   172.20.2.214   worker-02   <none>           <none>\nredis-cart-68db7b6f97-lzslt              1/1     Running   0          71s   172.20.2.215   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-dp6k9         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: 'paymentservice-649775dc6-r5gvj'}",
+      "output": "Name:             paymentservice-649775dc6-r5gvj\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=649775dc6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-649775dc6\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-4xzqc (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-4xzqc:\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:              hardware-type=gpu\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: 2 node(s) didn't match Pod's node affinity/selector, 2 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,hardware-type=gpu,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      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                      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": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      nodeSelector:\n        hardware-type: gpu\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "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",
+              "hardware-type": "gpu",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671344Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/140/path1.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources"
+    ]
+  },
+  "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-z8gfj                1/1     Running   0          32s\ncartservice-79b49f5555-d4vwn             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-ptksd         1/1     Running   0          32s\ncurrencyservice-75686c9564-dtht7         1/1     Running   0          31s\nemailservice-b78fc569b-78p2n             1/1     Running   0          31s\nfrontend-6778bd7b8b-h2dmv                1/1     Running   0          31s\npaymentservice-78c5996648-2fqkq          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-h7rqf    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-5jrgj   1/1     Running   0          30s\nredis-cart-68db7b6f97-gr64j              0/1     Pending   0          30s\nshippingservice-7cbfcb6d68-xrslg         1/1     Running   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-gr64j'}",
+      "output": "Name:             redis-cart-68db7b6f97-gr64j\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-fkhsn (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-fkhsn:\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: 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\npvc-a-first-claim   Bound     redis-cart-pv   1Gi        RWO                           <unset>                 41s\nredis-cart-pvc      Pending                                                            <unset>                 41s\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           Bound    boutique/pvc-a-first-claim                  <unset>                          55s\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/140/path2.json

@@ -0,0 +1,34 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetResources"
+    ]
+  },
+  "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-z8gfj                1/1     Running   0          32s\ncartservice-79b49f5555-d4vwn             1/1     Running   0          32s\ncheckoutservice-8445f8b6cb-ptksd         1/1     Running   0          32s\ncurrencyservice-75686c9564-dtht7         1/1     Running   0          31s\nemailservice-b78fc569b-78p2n             1/1     Running   0          31s\nfrontend-6778bd7b8b-h2dmv                1/1     Running   0          31s\npaymentservice-78c5996648-2fqkq          1/1     Running   0          31s\nproductcatalogservice-ddb46fc86-h7rqf    1/1     Running   0          31s\nrecommendationservice-7df9c5b676-5jrgj   1/1     Running   0          30s\nredis-cart-68db7b6f97-gr64j              0/1     Pending   0          30s\nshippingservice-7cbfcb6d68-xrslg         1/1     Running   0          30s\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-gr64j'}",
+      "output": "Name:             redis-cart-68db7b6f97-gr64j\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-fkhsn (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-fkhsn:\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: 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\npvc-a-first-claim   Bound     redis-cart-pv   1Gi        RWO                           <unset>                 41s\nredis-cart-pvc      Pending                                                            <unset>                 41s\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           Bound    boutique/pvc-a-first-claim                  <unset>                          55s\n"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/141/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-rhfrm                0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncartservice-79b49f5555-74b9p             1/1     Running   0          73s   172.20.1.24    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-9kn9z         1/1     Running   0          73s   172.20.2.139   worker-02   <none>           <none>\ncurrencyservice-75686c9564-27jjq         1/1     Running   0          72s   172.20.2.140   worker-02   <none>           <none>\nemailservice-b78fc569b-z54j2             1/1     Running   0          72s   172.20.1.25    worker-01   <none>           <none>\nfrontend-6778bd7b8b-fznqk                1/1     Running   0          72s   172.20.2.141   worker-02   <none>           <none>\npaymentservice-78c5996648-nlbkz          1/1     Running   0          72s   172.20.2.142   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-nfxv2    1/1     Running   0          72s   172.20.1.26    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-pf6pv   1/1     Running   0          71s   172.20.1.27    worker-01   <none>           <none>\nredis-cart-68db7b6f97-f4tw7              1/1     Running   0          71s   172.20.2.143   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-pvz5k         1/1     Running   0          71s   172.20.2.144   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-84dbdf99d-rhfrm'}",
+      "output": "Name:             adservice-84dbdf99d-rhfrm\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=84dbdf99d\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-84dbdf99d\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-sk8wr (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-sk8wr:\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) had untolerated taint {critical: true}. 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   94d   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     94d   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     94d   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     94d   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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/141/path2.json

@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-rhfrm                0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncartservice-79b49f5555-74b9p             1/1     Running   0          73s   172.20.1.24    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-9kn9z         1/1     Running   0          73s   172.20.2.139   worker-02   <none>           <none>\ncurrencyservice-75686c9564-27jjq         1/1     Running   0          72s   172.20.2.140   worker-02   <none>           <none>\nemailservice-b78fc569b-z54j2             1/1     Running   0          72s   172.20.1.25    worker-01   <none>           <none>\nfrontend-6778bd7b8b-fznqk                1/1     Running   0          72s   172.20.2.141   worker-02   <none>           <none>\npaymentservice-78c5996648-nlbkz          1/1     Running   0          72s   172.20.2.142   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-nfxv2    1/1     Running   0          72s   172.20.1.26    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-pf6pv   1/1     Running   0          71s   172.20.1.27    worker-01   <none>           <none>\nredis-cart-68db7b6f97-f4tw7              1/1     Running   0          71s   172.20.2.143   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-pvz5k         1/1     Running   0          71s   172.20.2.144   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-84dbdf99d-rhfrm'}",
+      "output": "Name:             adservice-84dbdf99d-rhfrm\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=84dbdf99d\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-84dbdf99d\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-sk8wr (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-sk8wr:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/142/path1.json

@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-gb9pt                1/1     Running   0          73s   172.20.1.28    worker-01   <none>           <none>\ncartservice-79b49f5555-pzjnb             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-nvb8v         1/1     Running   0          73s   172.20.2.145   worker-02   <none>           <none>\ncurrencyservice-75686c9564-grsb7         1/1     Running   0          73s   172.20.2.146   worker-02   <none>           <none>\nemailservice-b78fc569b-wqqvf             1/1     Running   0          72s   172.20.2.147   worker-02   <none>           <none>\nfrontend-6778bd7b8b-xbqzt                1/1     Running   0          72s   172.20.1.29    worker-01   <none>           <none>\npaymentservice-78c5996648-6fnpc          1/1     Running   0          72s   172.20.1.30    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-g7rlb    1/1     Running   0          72s   172.20.2.148   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-gvv4q   1/1     Running   0          71s   172.20.1.31    worker-01   <none>           <none>\nredis-cart-68db7b6f97-97kt6              1/1     Running   0          71s   172.20.2.149   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-p5rwc         1/1     Running   0          71s   172.20.2.150   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-79b49f5555-pzjnb'}",
+      "output": "Name:             cartservice-79b49f5555-pzjnb\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=79b49f5555\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-79b49f5555\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Port:       7070/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     300m\n      memory:  128Mi\n    Requests:\n      cpu:     200m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-x2rvr (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-x2rvr:\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) had untolerated taint {critical: true}. 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      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   94d   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     94d   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     94d   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     94d   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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/142/path2.json

@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-gb9pt                1/1     Running   0          73s   172.20.1.28    worker-01   <none>           <none>\ncartservice-79b49f5555-pzjnb             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-nvb8v         1/1     Running   0          73s   172.20.2.145   worker-02   <none>           <none>\ncurrencyservice-75686c9564-grsb7         1/1     Running   0          73s   172.20.2.146   worker-02   <none>           <none>\nemailservice-b78fc569b-wqqvf             1/1     Running   0          72s   172.20.2.147   worker-02   <none>           <none>\nfrontend-6778bd7b8b-xbqzt                1/1     Running   0          72s   172.20.1.29    worker-01   <none>           <none>\npaymentservice-78c5996648-6fnpc          1/1     Running   0          72s   172.20.1.30    worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-g7rlb    1/1     Running   0          72s   172.20.2.148   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-gvv4q   1/1     Running   0          71s   172.20.1.31    worker-01   <none>           <none>\nredis-cart-68db7b6f97-97kt6              1/1     Running   0          71s   172.20.2.149   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-p5rwc         1/1     Running   0          71s   172.20.2.150   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-79b49f5555-pzjnb'}",
+      "output": "Name:             cartservice-79b49f5555-pzjnb\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=79b49f5555\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-79b49f5555\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.3\n    Port:       7070/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     300m\n      memory:  128Mi\n    Requests:\n      cpu:     200m\n      memory:  64Mi\n    Environment:\n      REDIS_ADDR:  redis-cart:6379\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-x2rvr (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-x2rvr:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/143/path1.json

@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-wqbgs                1/1     Running   0          73s   172.20.2.155   worker-02   <none>           <none>\ncartservice-79b49f5555-frbpg             1/1     Running   0          73s   172.20.1.37    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-mw2rk         1/1     Running   0          73s   172.20.2.156   worker-02   <none>           <none>\ncurrencyservice-75686c9564-x92gx         0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nemailservice-b78fc569b-2wxsv             1/1     Running   0          73s   172.20.1.38    worker-01   <none>           <none>\nfrontend-6778bd7b8b-wr7vd                1/1     Running   0          73s   172.20.1.39    worker-01   <none>           <none>\npaymentservice-78c5996648-p6jgc          1/1     Running   0          72s   172.20.2.157   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-kdj7n    1/1     Running   0          72s   172.20.1.40    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-smt5p   1/1     Running   0          72s   172.20.2.158   worker-02   <none>           <none>\nredis-cart-68db7b6f97-rrjt6              1/1     Running   0          72s   172.20.1.41    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-gfpkg         1/1     Running   0          72s   172.20.2.159   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-75686c9564-x92gx'}",
+      "output": "Name:             currencyservice-75686c9564-x92gx\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=75686c9564\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-75686c9564\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-zbjtn (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-zbjtn:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/143/path2.json

@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-wqbgs                1/1     Running   0          73s   172.20.2.155   worker-02   <none>           <none>\ncartservice-79b49f5555-frbpg             1/1     Running   0          73s   172.20.1.37    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-mw2rk         1/1     Running   0          73s   172.20.2.156   worker-02   <none>           <none>\ncurrencyservice-75686c9564-x92gx         0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nemailservice-b78fc569b-2wxsv             1/1     Running   0          73s   172.20.1.38    worker-01   <none>           <none>\nfrontend-6778bd7b8b-wr7vd                1/1     Running   0          73s   172.20.1.39    worker-01   <none>           <none>\npaymentservice-78c5996648-p6jgc          1/1     Running   0          72s   172.20.2.157   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-kdj7n    1/1     Running   0          72s   172.20.1.40    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-smt5p   1/1     Running   0          72s   172.20.2.158   worker-02   <none>           <none>\nredis-cart-68db7b6f97-rrjt6              1/1     Running   0          72s   172.20.1.41    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-gfpkg         1/1     Running   0          72s   172.20.2.159   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-75686c9564-x92gx'}",
+      "output": "Name:             currencyservice-75686c9564-x92gx\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=75686c9564\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-75686c9564\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-zbjtn (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-zbjtn:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/144/path1.json

@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-5gqjh                1/1     Running   0          73s   172.20.1.42    worker-01   <none>           <none>\ncartservice-79b49f5555-8vkg8             1/1     Running   0          73s   172.20.2.160   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-csfnc         1/1     Running   0          73s   172.20.1.43    worker-01   <none>           <none>\ncurrencyservice-75686c9564-l47zm         1/1     Running   0          72s   172.20.2.161   worker-02   <none>           <none>\nemailservice-b78fc569b-htzsw             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-bxjr6                1/1     Running   0          72s   172.20.1.44    worker-01   <none>           <none>\npaymentservice-78c5996648-q6h4w          1/1     Running   0          72s   172.20.2.162   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-h8sk4    1/1     Running   0          72s   172.20.1.45    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-7x2f8   1/1     Running   0          72s   172.20.2.163   worker-02   <none>           <none>\nredis-cart-68db7b6f97-99hdj              1/1     Running   0          71s   172.20.1.46    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-d6b6l         1/1     Running   0          71s   172.20.2.164   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-b78fc569b-htzsw'}",
+      "output": "Name:             emailservice-b78fc569b-htzsw\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=b78fc569b\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-b78fc569b\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-v59hp (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-v59hp:\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) had untolerated taint {critical: true}. 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      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   94d   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     94d   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     94d   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     94d   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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/144/path2.json

@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-5gqjh                1/1     Running   0          73s   172.20.1.42    worker-01   <none>           <none>\ncartservice-79b49f5555-8vkg8             1/1     Running   0          73s   172.20.2.160   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-csfnc         1/1     Running   0          73s   172.20.1.43    worker-01   <none>           <none>\ncurrencyservice-75686c9564-l47zm         1/1     Running   0          72s   172.20.2.161   worker-02   <none>           <none>\nemailservice-b78fc569b-htzsw             0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-bxjr6                1/1     Running   0          72s   172.20.1.44    worker-01   <none>           <none>\npaymentservice-78c5996648-q6h4w          1/1     Running   0          72s   172.20.2.162   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-h8sk4    1/1     Running   0          72s   172.20.1.45    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-7x2f8   1/1     Running   0          72s   172.20.2.163   worker-02   <none>           <none>\nredis-cart-68db7b6f97-99hdj              1/1     Running   0          71s   172.20.1.46    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-d6b6l         1/1     Running   0          71s   172.20.2.164   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-b78fc569b-htzsw'}",
+      "output": "Name:             emailservice-b78fc569b-htzsw\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=b78fc569b\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-b78fc569b\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-v59hp (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-v59hp:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/145/path1.json

@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-q586q                1/1     Running   0          73s   172.20.2.169   worker-02   <none>           <none>\ncartservice-79b49f5555-p892k             1/1     Running   0          72s   172.20.1.51    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-74hb4         1/1     Running   0          72s   172.20.2.170   worker-02   <none>           <none>\ncurrencyservice-75686c9564-r8hn2         1/1     Running   0          72s   172.20.1.52    worker-01   <none>           <none>\nemailservice-b78fc569b-6wvls             1/1     Running   0          72s   172.20.2.171   worker-02   <none>           <none>\nfrontend-6778bd7b8b-9nq9j                1/1     Running   0          72s   172.20.1.53    worker-01   <none>           <none>\npaymentservice-78c5996648-qdrgb          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-jmzxb    1/1     Running   0          71s   172.20.2.172   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-jdb7s   1/1     Running   0          71s   172.20.1.54    worker-01   <none>           <none>\nredis-cart-68db7b6f97-45lnp              1/1     Running   0          71s   172.20.2.173   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-tl2k8         1/1     Running   0          71s   172.20.1.55    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-78c5996648-qdrgb'}",
+      "output": "Name:             paymentservice-78c5996648-qdrgb\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-jnfjs (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-jnfjs:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: True, output_wide: False, label_selector: None}",
+      "output": "NAME        STATUS                     ROLES    AGE   VERSION   LABELS\nmaster      Ready,SchedulingDisabled   master   94d   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     94d   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     94d   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     94d   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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/145/path2.json

@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-q586q                1/1     Running   0          73s   172.20.2.169   worker-02   <none>           <none>\ncartservice-79b49f5555-p892k             1/1     Running   0          72s   172.20.1.51    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-74hb4         1/1     Running   0          72s   172.20.2.170   worker-02   <none>           <none>\ncurrencyservice-75686c9564-r8hn2         1/1     Running   0          72s   172.20.1.52    worker-01   <none>           <none>\nemailservice-b78fc569b-6wvls             1/1     Running   0          72s   172.20.2.171   worker-02   <none>           <none>\nfrontend-6778bd7b8b-9nq9j                1/1     Running   0          72s   172.20.1.53    worker-01   <none>           <none>\npaymentservice-78c5996648-qdrgb          0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-jmzxb    1/1     Running   0          71s   172.20.2.172   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-jdb7s   1/1     Running   0          71s   172.20.1.54    worker-01   <none>           <none>\nredis-cart-68db7b6f97-45lnp              1/1     Running   0          71s   172.20.2.173   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-tl2k8         1/1     Running   0          71s   172.20.1.55    worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-78c5996648-qdrgb'}",
+      "output": "Name:             paymentservice-78c5996648-qdrgb\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-jnfjs (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-jnfjs:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/146/path1.json

@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-88pgp                1/1     Running   0          73s   172.20.1.56    worker-01   <none>           <none>\ncartservice-79b49f5555-x9b58             1/1     Running   0          73s   172.20.2.174   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-544hs         1/1     Running   0          73s   172.20.2.175   worker-02   <none>           <none>\ncurrencyservice-75686c9564-fxlbk         1/1     Running   0          73s   172.20.1.57    worker-01   <none>           <none>\nemailservice-b78fc569b-khhvd             1/1     Running   0          73s   172.20.1.58    worker-01   <none>           <none>\nfrontend-6778bd7b8b-ws64f                1/1     Running   0          72s   172.20.2.176   worker-02   <none>           <none>\npaymentservice-78c5996648-sxqr5          1/1     Running   0          72s   172.20.2.177   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-hw4ft    0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-hjvjw   1/1     Running   0          72s   172.20.1.59    worker-01   <none>           <none>\nredis-cart-68db7b6f97-ltbgv              1/1     Running   0          72s   172.20.1.60    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-pmmwl         1/1     Running   0          71s   172.20.3.50    worker-03   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-ddb46fc86-hw4ft'}",
+      "output": "Name:             productcatalogservice-ddb46fc86-hw4ft\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-9gfqh (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-9gfqh:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: productcatalogservice\n  namespace: boutique\n  labels:\n    app: productcatalogservice\nspec:\n  selector:\n    matchLabels:\n      app: productcatalogservice\n  template:\n    metadata:\n      labels:\n        app: productcatalogservice\n    spec:\n      serviceAccountName: productcatalogservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.3\n        ports:\n        - containerPort: 3550\n        env:\n        - name: PORT\n          value: \"3550\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 3550\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 3550\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: productcatalogservice\n  namespace: boutique\n  labels:\n    app: productcatalogservice\nspec:\n  type: ClusterIP\n  selector:\n    app: productcatalogservice\n  ports:\n  - name: grpc\n    port: 3550\n    targetPort: 3550\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: productcatalogservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/146/path2.json

@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-88pgp                1/1     Running   0          73s   172.20.1.56    worker-01   <none>           <none>\ncartservice-79b49f5555-x9b58             1/1     Running   0          73s   172.20.2.174   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-544hs         1/1     Running   0          73s   172.20.2.175   worker-02   <none>           <none>\ncurrencyservice-75686c9564-fxlbk         1/1     Running   0          73s   172.20.1.57    worker-01   <none>           <none>\nemailservice-b78fc569b-khhvd             1/1     Running   0          73s   172.20.1.58    worker-01   <none>           <none>\nfrontend-6778bd7b8b-ws64f                1/1     Running   0          72s   172.20.2.176   worker-02   <none>           <none>\npaymentservice-78c5996648-sxqr5          1/1     Running   0          72s   172.20.2.177   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-hw4ft    0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-hjvjw   1/1     Running   0          72s   172.20.1.59    worker-01   <none>           <none>\nredis-cart-68db7b6f97-ltbgv              1/1     Running   0          72s   172.20.1.60    worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-pmmwl         1/1     Running   0          71s   172.20.3.50    worker-03   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-ddb46fc86-hw4ft'}",
+      "output": "Name:             productcatalogservice-ddb46fc86-hw4ft\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-9gfqh (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-9gfqh:\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) had untolerated taint {critical: true}. 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      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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/147/path1.json

@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-7bm8z                1/1     Running   0          73s   172.20.1.66    worker-01   <none>           <none>\ncartservice-79b49f5555-cdmhv             1/1     Running   0          72s   172.20.2.183   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-8m7b9         1/1     Running   0          72s   172.20.2.184   worker-02   <none>           <none>\ncurrencyservice-75686c9564-zdf4s         1/1     Running   0          72s   172.20.1.67    worker-01   <none>           <none>\nemailservice-b78fc569b-z7s7m             1/1     Running   0          72s   172.20.2.185   worker-02   <none>           <none>\nfrontend-6778bd7b8b-8fm74                1/1     Running   0          72s   172.20.1.68    worker-01   <none>           <none>\npaymentservice-78c5996648-rfxsp          1/1     Running   0          71s   172.20.2.186   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-g4n9p    1/1     Running   0          71s   172.20.1.69    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-4dt2b   1/1     Running   0          71s   172.20.2.187   worker-02   <none>           <none>\nredis-cart-68db7b6f97-2s5j9              0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nshippingservice-7cbfcb6d68-v76fk         1/1     Running   0          71s   172.20.2.188   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-2s5j9'}",
+      "output": "Name:             redis-cart-68db7b6f97-2s5j9\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-jqsgg (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-jqsgg:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/147/path2.json

@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-7bm8z                1/1     Running   0          73s   172.20.1.66    worker-01   <none>           <none>\ncartservice-79b49f5555-cdmhv             1/1     Running   0          72s   172.20.2.183   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-8m7b9         1/1     Running   0          72s   172.20.2.184   worker-02   <none>           <none>\ncurrencyservice-75686c9564-zdf4s         1/1     Running   0          72s   172.20.1.67    worker-01   <none>           <none>\nemailservice-b78fc569b-z7s7m             1/1     Running   0          72s   172.20.2.185   worker-02   <none>           <none>\nfrontend-6778bd7b8b-8fm74                1/1     Running   0          72s   172.20.1.68    worker-01   <none>           <none>\npaymentservice-78c5996648-rfxsp          1/1     Running   0          71s   172.20.2.186   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-g4n9p    1/1     Running   0          71s   172.20.1.69    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-4dt2b   1/1     Running   0          71s   172.20.2.187   worker-02   <none>           <none>\nredis-cart-68db7b6f97-2s5j9              0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nshippingservice-7cbfcb6d68-v76fk         1/1     Running   0          71s   172.20.2.188   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-68db7b6f97-2s5j9'}",
+      "output": "Name:             redis-cart-68db7b6f97-2s5j9\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-jqsgg (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-jqsgg:\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) had untolerated taint {critical: true}. 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      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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/148/path1.json

@@ -0,0 +1,144 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "GetClusterConfiguration",
+      "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-rlclj                1/1     Running   0          73s   172.20.2.189   worker-02   <none>           <none>\ncartservice-79b49f5555-c2hrm             1/1     Running   0          73s   172.20.1.70    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-g6rkx         1/1     Running   0          73s   172.20.1.71    worker-01   <none>           <none>\ncurrencyservice-75686c9564-gt8lh         1/1     Running   0          73s   172.20.2.190   worker-02   <none>           <none>\nemailservice-b78fc569b-fs6dh             1/1     Running   0          72s   172.20.1.72    worker-01   <none>           <none>\nfrontend-6778bd7b8b-84pnd                1/1     Running   0          72s   172.20.2.191   worker-02   <none>           <none>\npaymentservice-78c5996648-rdm9m          1/1     Running   0          72s   172.20.2.192   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-r26rx    1/1     Running   0          72s   172.20.1.73    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-lkrkn   1/1     Running   0          71s   172.20.1.74    worker-01   <none>           <none>\nredis-cart-68db7b6f97-sbz9t              1/1     Running   0          71s   172.20.2.193   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-mzdls         0/1     Pending   0          71s   <none>         <none>      <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-7cbfcb6d68-mzdls'}",
+      "output": "Name:             shippingservice-7cbfcb6d68-mzdls\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=7cbfcb6d68\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-7cbfcb6d68\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=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-99fkh (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-99fkh:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: shippingservice\n  namespace: boutique\n  labels:\n    app: shippingservice\nspec:\n  selector:\n    matchLabels:\n      app: shippingservice\n  template:\n    metadata:\n      labels:\n        app: shippingservice\n    spec:\n      serviceAccountName: shippingservice\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/shippingservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: shippingservice\n  namespace: boutique\n  labels:\n    app: shippingservice\nspec:\n  type: ClusterIP\n  selector:\n    app: shippingservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: shippingservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "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/148/path2.json

@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-rlclj                1/1     Running   0          73s   172.20.2.189   worker-02   <none>           <none>\ncartservice-79b49f5555-c2hrm             1/1     Running   0          73s   172.20.1.70    worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-g6rkx         1/1     Running   0          73s   172.20.1.71    worker-01   <none>           <none>\ncurrencyservice-75686c9564-gt8lh         1/1     Running   0          73s   172.20.2.190   worker-02   <none>           <none>\nemailservice-b78fc569b-fs6dh             1/1     Running   0          72s   172.20.1.72    worker-01   <none>           <none>\nfrontend-6778bd7b8b-84pnd                1/1     Running   0          72s   172.20.2.191   worker-02   <none>           <none>\npaymentservice-78c5996648-rdm9m          1/1     Running   0          72s   172.20.2.192   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-r26rx    1/1     Running   0          72s   172.20.1.73    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-lkrkn   1/1     Running   0          71s   172.20.1.74    worker-01   <none>           <none>\nredis-cart-68db7b6f97-sbz9t              1/1     Running   0          71s   172.20.2.193   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-mzdls         0/1     Pending   0          71s   <none>         <none>      <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-7cbfcb6d68-mzdls'}",
+      "output": "Name:             shippingservice-7cbfcb6d68-mzdls\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=7cbfcb6d68\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-7cbfcb6d68\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=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-99fkh (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-99fkh:\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) had untolerated taint {critical: true}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": [
+              "critical=true: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": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "critical=true: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": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/149/path1.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-676bb5bd5c-gbh7w               0/1     Pending   0          70s   <none>         <none>      <none>           <none>\ncartservice-79b49f5555-zbstt             1/1     Running   0          73s   172.20.2.194   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-b77q4         1/1     Running   0          71s   172.20.2.199   worker-02   <none>           <none>\ncurrencyservice-75686c9564-sz47w         1/1     Running   0          71s   172.20.2.202   worker-02   <none>           <none>\nemailservice-b78fc569b-fr5kt             1/1     Running   0          71s   172.20.2.203   worker-02   <none>           <none>\nfrontend-6778bd7b8b-r44t8                1/1     Running   0          72s   172.20.2.195   worker-02   <none>           <none>\npaymentservice-78c5996648-c2gbn          1/1     Running   0          71s   172.20.2.200   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-6rswq    1/1     Running   0          72s   172.20.2.196   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-79xfz   1/1     Running   0          72s   172.20.2.197   worker-02   <none>           <none>\nredis-cart-68db7b6f97-p744k              1/1     Running   0          71s   172.20.2.201   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-r68h4         1/1     Running   0          71s   172.20.2.198   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-676bb5bd5c-gbh7w'}",
+      "output": "Name:             adservice-676bb5bd5c-gbh7w\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=676bb5bd5c\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-676bb5bd5c\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-b4699 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-b4699:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  70s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        kubernetes.io/hostname: worker-01\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---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: adservice\n  namespace: boutique"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/149/path2.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-676bb5bd5c-gbh7w               0/1     Pending   0          70s   <none>         <none>      <none>           <none>\ncartservice-79b49f5555-zbstt             1/1     Running   0          73s   172.20.2.194   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-b77q4         1/1     Running   0          71s   172.20.2.199   worker-02   <none>           <none>\ncurrencyservice-75686c9564-sz47w         1/1     Running   0          71s   172.20.2.202   worker-02   <none>           <none>\nemailservice-b78fc569b-fr5kt             1/1     Running   0          71s   172.20.2.203   worker-02   <none>           <none>\nfrontend-6778bd7b8b-r44t8                1/1     Running   0          72s   172.20.2.195   worker-02   <none>           <none>\npaymentservice-78c5996648-c2gbn          1/1     Running   0          71s   172.20.2.200   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-6rswq    1/1     Running   0          72s   172.20.2.196   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-79xfz   1/1     Running   0          72s   172.20.2.197   worker-02   <none>           <none>\nredis-cart-68db7b6f97-p744k              1/1     Running   0          71s   172.20.2.201   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-r68h4         1/1     Running   0          71s   172.20.2.198   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-676bb5bd5c-gbh7w'}",
+      "output": "Name:             adservice-676bb5bd5c-gbh7w\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=676bb5bd5c\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-676bb5bd5c\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-b4699 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-b4699:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  70s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "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      nodeSelector:\n        kubernetes.io/hostname: worker-01\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---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: adservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/15/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-lml8d                1/1     Running   0          72s   172.20.1.156   worker-01   <none>           <none>\ncartservice-79b49f5555-nbprn             1/1     Running   0          72s   172.20.2.217   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-hjvmz         1/1     Running   0          72s   172.20.2.218   worker-02   <none>           <none>\ncurrencyservice-75686c9564-f7k5h         1/1     Running   0          72s   172.20.1.157   worker-01   <none>           <none>\nemailservice-b78fc569b-rqkxm             1/1     Running   0          72s   172.20.2.219   worker-02   <none>           <none>\nfrontend-6778bd7b8b-n5l68                1/1     Running   0          71s   172.20.1.158   worker-01   <none>           <none>\npaymentservice-78c5996648-d8fg9          1/1     Running   0          71s   172.20.2.220   worker-02   <none>           <none>\nproductcatalogservice-cd5dd69d6-66hjl    0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-j24wb   1/1     Running   0          71s   172.20.1.159   worker-01   <none>           <none>\nredis-cart-68db7b6f97-xbftk              1/1     Running   0          71s   172.20.2.221   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-7x6jq         1/1     Running   0          71s   172.20.1.160   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-cd5dd69d6-66hjl'}",
+      "output": "Name:             productcatalogservice-cd5dd69d6-66hjl\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=cd5dd69d6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-cd5dd69d6\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-xvcxk (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-xvcxk:\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:              hardware-type=gpu\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: 2 node(s) didn't match Pod's node affinity/selector, 2 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,hardware-type=gpu,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      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                      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": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'productcatalogservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: productcatalogservice\n  namespace: boutique\n  labels:\n    app: productcatalogservice\nspec:\n  selector:\n    matchLabels:\n      app: productcatalogservice\n  template:\n    metadata:\n      labels:\n        app: productcatalogservice\n    spec:\n      serviceAccountName: productcatalogservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      nodeSelector:\n        hardware-type: gpu\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/15/path2.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-lml8d                1/1     Running   0          72s   172.20.1.156   worker-01   <none>           <none>\ncartservice-79b49f5555-nbprn             1/1     Running   0          72s   172.20.2.217   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-hjvmz         1/1     Running   0          72s   172.20.2.218   worker-02   <none>           <none>\ncurrencyservice-75686c9564-f7k5h         1/1     Running   0          72s   172.20.1.157   worker-01   <none>           <none>\nemailservice-b78fc569b-rqkxm             1/1     Running   0          72s   172.20.2.219   worker-02   <none>           <none>\nfrontend-6778bd7b8b-n5l68                1/1     Running   0          71s   172.20.1.158   worker-01   <none>           <none>\npaymentservice-78c5996648-d8fg9          1/1     Running   0          71s   172.20.2.220   worker-02   <none>           <none>\nproductcatalogservice-cd5dd69d6-66hjl    0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nrecommendationservice-7df9c5b676-j24wb   1/1     Running   0          71s   172.20.1.159   worker-01   <none>           <none>\nredis-cart-68db7b6f97-xbftk              1/1     Running   0          71s   172.20.2.221   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-7x6jq         1/1     Running   0          71s   172.20.1.160   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-cd5dd69d6-66hjl'}",
+      "output": "Name:             productcatalogservice-cd5dd69d6-66hjl\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=cd5dd69d6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-cd5dd69d6\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-xvcxk (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-xvcxk:\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:              hardware-type=gpu\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: 2 node(s) didn't match Pod's node affinity/selector, 2 node(s) were unschedulable. 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      serviceAccountName: productcatalogservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      nodeSelector:\n        hardware-type: gpu\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   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,hardware-type=gpu,kubernetes.io/arch=amd64,kubernetes.io/hostname=worker-01,kubernetes.io/os=linux,kubernetes.io/role=node\nworker-02   Ready                      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                      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"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/150/path1.json

@@ -0,0 +1,140 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "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-2thmr                1/1     Running   0          71s   172.20.2.219   worker-02   <none>           <none>\ncartservice-79b49f5555-t2z8p             1/1     Running   0          73s   172.20.2.214   worker-02   <none>           <none>\ncheckoutservice-59664766bc-xvrbg         0/1     Pending   0          70s   <none>         <none>      <none>           <none>\ncurrencyservice-75686c9564-26sw2         1/1     Running   0          73s   172.20.2.215   worker-02   <none>           <none>\nemailservice-b78fc569b-9srnh             1/1     Running   0          71s   172.20.2.222   worker-02   <none>           <none>\nfrontend-6778bd7b8b-ltv5p                1/1     Running   0          72s   172.20.2.216   worker-02   <none>           <none>\npaymentservice-78c5996648-j4rpm          1/1     Running   0          71s   172.20.2.221   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-cv2d6    1/1     Running   0          71s   172.20.2.223   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-624wn   1/1     Running   0          71s   172.20.2.217   worker-02   <none>           <none>\nredis-cart-68db7b6f97-wb8sz              1/1     Running   0          71s   172.20.2.220   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-57pqz         1/1     Running   0          71s   172.20.2.218   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-59664766bc-xvrbg'}",
+      "output": "Name:             checkoutservice-59664766bc-xvrbg\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             <none>\nLabels:           app=checkoutservice\n                  pod-template-hash=59664766bc\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-59664766bc\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Port:       5050/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-z2lwk (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-z2lwk:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  70s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: 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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: checkoutservice\n  namespace: boutique\n  labels:\n    app: checkoutservice\nspec:\n  selector:\n    matchLabels:\n      app: checkoutservice\n  template:\n    metadata:\n      labels:\n        app: checkoutservice\n    spec:\n      nodeSelector:\n        kubernetes.io/hostname: worker-01\n      serviceAccountName: checkoutservice\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n        - name: server\n          securityContext:\n            allowPrivilegeEscalation: false\n            capabilities:\n              drop:\n                - ALL\n            privileged: false\n            readOnlyRootFilesystem: true\n          image: us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n          ports:\n          - containerPort: 5050\n          readinessProbe:\n            initialDelaySeconds: 5\n            grpc:\n              port: 5050\n          livenessProbe:\n            initialDelaySeconds: 5\n            grpc:\n              port: 5050\n          env:\n          - name: PORT\n            value: \"5050\"\n          - name: PRODUCT_CATALOG_SERVICE_ADDR\n            value: \"productcatalogservice:3550\"\n          - name: SHIPPING_SERVICE_ADDR\n            value: \"shippingservice:50051\"\n          - name: PAYMENT_SERVICE_ADDR\n            value: \"paymentservice:50051\"\n          - name: EMAIL_SERVICE_ADDR\n            value: \"emailservice:5000\"\n          - name: CURRENCY_SERVICE_ADDR\n            value: \"currencyservice:7000\"\n          - name: CART_SERVICE_ADDR\n            value: \"cartservice:7070\"\n          resources:\n            requests:\n              cpu: 100m\n              memory: 64Mi\n            limits:\n              cpu: 200m\n              memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: checkoutservice\n  namespace: boutique\n  labels:\n    app: checkoutservice\nspec:\n  type: ClusterIP\n  selector:\n    app: checkoutservice\n  ports:\n  - name: grpc\n    port: 5050\n    targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: checkoutservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/150/path2.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-2thmr                1/1     Running   0          71s   172.20.2.219   worker-02   <none>           <none>\ncartservice-79b49f5555-t2z8p             1/1     Running   0          73s   172.20.2.214   worker-02   <none>           <none>\ncheckoutservice-59664766bc-xvrbg         0/1     Pending   0          70s   <none>         <none>      <none>           <none>\ncurrencyservice-75686c9564-26sw2         1/1     Running   0          73s   172.20.2.215   worker-02   <none>           <none>\nemailservice-b78fc569b-9srnh             1/1     Running   0          71s   172.20.2.222   worker-02   <none>           <none>\nfrontend-6778bd7b8b-ltv5p                1/1     Running   0          72s   172.20.2.216   worker-02   <none>           <none>\npaymentservice-78c5996648-j4rpm          1/1     Running   0          71s   172.20.2.221   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-cv2d6    1/1     Running   0          71s   172.20.2.223   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-624wn   1/1     Running   0          71s   172.20.2.217   worker-02   <none>           <none>\nredis-cart-68db7b6f97-wb8sz              1/1     Running   0          71s   172.20.2.220   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-57pqz         1/1     Running   0          71s   172.20.2.218   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'checkoutservice-59664766bc-xvrbg'}",
+      "output": "Name:             checkoutservice-59664766bc-xvrbg\nNamespace:        boutique\nPriority:         0\nService Account:  checkoutservice\nNode:             <none>\nLabels:           app=checkoutservice\n                  pod-template-hash=59664766bc\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/checkoutservice-59664766bc\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n    Port:       5050/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:5050  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Environment:\n      PORT:                          5050\n      PRODUCT_CATALOG_SERVICE_ADDR:  productcatalogservice:3550\n      SHIPPING_SERVICE_ADDR:         shippingservice:50051\n      PAYMENT_SERVICE_ADDR:          paymentservice:50051\n      EMAIL_SERVICE_ADDR:            emailservice:5000\n      CURRENCY_SERVICE_ADDR:         currencyservice:7000\n      CART_SERVICE_ADDR:             cartservice:7070\n    Mounts:\n      /var/run/secrets/kubernetes.io/serviceaccount from kube-api-access-z2lwk (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-z2lwk:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  70s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-01",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'checkoutservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: checkoutservice\n  namespace: boutique\n  labels:\n    app: checkoutservice\nspec:\n  selector:\n    matchLabels:\n      app: checkoutservice\n  template:\n    metadata:\n      labels:\n        app: checkoutservice\n    spec:\n      nodeSelector:\n        kubernetes.io/hostname: worker-01\n      serviceAccountName: checkoutservice\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n        - name: server\n          securityContext:\n            allowPrivilegeEscalation: false\n            capabilities:\n              drop:\n                - ALL\n            privileged: false\n            readOnlyRootFilesystem: true\n          image: us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.3\n          ports:\n          - containerPort: 5050\n          readinessProbe:\n            initialDelaySeconds: 5\n            grpc:\n              port: 5050\n          livenessProbe:\n            initialDelaySeconds: 5\n            grpc:\n              port: 5050\n          env:\n          - name: PORT\n            value: \"5050\"\n          - name: PRODUCT_CATALOG_SERVICE_ADDR\n            value: \"productcatalogservice:3550\"\n          - name: SHIPPING_SERVICE_ADDR\n            value: \"shippingservice:50051\"\n          - name: PAYMENT_SERVICE_ADDR\n            value: \"paymentservice:50051\"\n          - name: EMAIL_SERVICE_ADDR\n            value: \"emailservice:5000\"\n          - name: CURRENCY_SERVICE_ADDR\n            value: \"currencyservice:7000\"\n          - name: CART_SERVICE_ADDR\n            value: \"cartservice:7070\"\n          resources:\n            requests:\n              cpu: 100m\n              memory: 64Mi\n            limits:\n              cpu: 200m\n              memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: checkoutservice\n  namespace: boutique\n  labels:\n    app: checkoutservice\nspec:\n  type: ClusterIP\n  selector:\n    app: checkoutservice\n  ports:\n  - name: grpc\n    port: 5050\n    targetPort: 5050\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: checkoutservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/151/path1.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-8rtgq                1/1     Running   0          70s   172.20.2.239   worker-02   <none>           <none>\ncartservice-79b49f5555-cclsl             1/1     Running   0          70s   172.20.2.235   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-wbsb6         1/1     Running   0          70s   172.20.2.238   worker-02   <none>           <none>\ncurrencyservice-75686c9564-8mhlr         1/1     Running   0          70s   172.20.2.241   worker-02   <none>           <none>\nemailservice-5dc98cf79d-sjbdt            0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-9k24t                1/1     Running   0          70s   172.20.2.240   worker-02   <none>           <none>\npaymentservice-78c5996648-v7rv2          1/1     Running   0          71s   172.20.2.234   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-g8d5x    1/1     Running   0          69s   172.20.2.242   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-tz975   1/1     Running   0          70s   172.20.2.236   worker-02   <none>           <none>\nredis-cart-68db7b6f97-kn7zf              1/1     Running   0          70s   172.20.2.237   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-wfl9g         1/1     Running   0          69s   172.20.2.243   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-5dc98cf79d-sjbdt'}",
+      "output": "Name:             emailservice-5dc98cf79d-sjbdt\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=5dc98cf79d\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-5dc98cf79d\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-kgg9m (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-kgg9m:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        app: target-node\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/151/path2.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-8rtgq                1/1     Running   0          70s   172.20.2.239   worker-02   <none>           <none>\ncartservice-79b49f5555-cclsl             1/1     Running   0          70s   172.20.2.235   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-wbsb6         1/1     Running   0          70s   172.20.2.238   worker-02   <none>           <none>\ncurrencyservice-75686c9564-8mhlr         1/1     Running   0          70s   172.20.2.241   worker-02   <none>           <none>\nemailservice-5dc98cf79d-sjbdt            0/1     Pending   0          70s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-9k24t                1/1     Running   0          70s   172.20.2.240   worker-02   <none>           <none>\npaymentservice-78c5996648-v7rv2          1/1     Running   0          71s   172.20.2.234   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-g8d5x    1/1     Running   0          69s   172.20.2.242   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-tz975   1/1     Running   0          70s   172.20.2.236   worker-02   <none>           <none>\nredis-cart-68db7b6f97-kn7zf              1/1     Running   0          70s   172.20.2.237   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-wfl9g         1/1     Running   0          69s   172.20.2.243   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-5dc98cf79d-sjbdt'}",
+      "output": "Name:             emailservice-5dc98cf79d-sjbdt\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=5dc98cf79d\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-5dc98cf79d\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-kgg9m (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-kgg9m:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        app: target-node\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/152/path1.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-4wb8m                1/1     Running   0          70s   172.20.2.12    worker-02   <none>           <none>\ncartservice-79b49f5555-klrj7             1/1     Running   0          70s   172.20.2.9     worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-cqd6n         1/1     Running   0          71s   172.20.2.4     worker-02   <none>           <none>\ncurrencyservice-75686c9564-26ds8         1/1     Running   0          70s   172.20.2.11    worker-02   <none>           <none>\nemailservice-b78fc569b-m8l2g             1/1     Running   0          71s   172.20.2.254   worker-02   <none>           <none>\nfrontend-6778bd7b8b-w6cvs                1/1     Running   0          71s   172.20.2.5     worker-02   <none>           <none>\npaymentservice-67f996f49d-hfg6c          0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-c2n4x    1/1     Running   0          71s   172.20.2.2     worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-qpqbc   1/1     Running   0          70s   172.20.2.10    worker-02   <none>           <none>\nredis-cart-68db7b6f97-rjlgx              1/1     Running   0          71s   172.20.2.3     worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-9x4r8         1/1     Running   0          70s   172.20.2.13    worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-67f996f49d-hfg6c'}",
+      "output": "Name:             paymentservice-67f996f49d-hfg6c\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=67f996f49d\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-67f996f49d\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-96xgn (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-96xgn:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      nodeSelector:\n        app: target-node\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/152/path2.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-4wb8m                1/1     Running   0          70s   172.20.2.12    worker-02   <none>           <none>\ncartservice-79b49f5555-klrj7             1/1     Running   0          70s   172.20.2.9     worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-cqd6n         1/1     Running   0          71s   172.20.2.4     worker-02   <none>           <none>\ncurrencyservice-75686c9564-26ds8         1/1     Running   0          70s   172.20.2.11    worker-02   <none>           <none>\nemailservice-b78fc569b-m8l2g             1/1     Running   0          71s   172.20.2.254   worker-02   <none>           <none>\nfrontend-6778bd7b8b-w6cvs                1/1     Running   0          71s   172.20.2.5     worker-02   <none>           <none>\npaymentservice-67f996f49d-hfg6c          0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nproductcatalogservice-ddb46fc86-c2n4x    1/1     Running   0          71s   172.20.2.2     worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-qpqbc   1/1     Running   0          70s   172.20.2.10    worker-02   <none>           <none>\nredis-cart-68db7b6f97-rjlgx              1/1     Running   0          71s   172.20.2.3     worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-9x4r8         1/1     Running   0          70s   172.20.2.13    worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'paymentservice-67f996f49d-hfg6c'}",
+      "output": "Name:             paymentservice-67f996f49d-hfg6c\nNamespace:        boutique\nPriority:         0\nService Account:  paymentservice\nNode:             <none>\nLabels:           app=paymentservice\n                  pod-template-hash=67f996f49d\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/paymentservice-67f996f49d\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-96xgn (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-96xgn:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'paymentservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  selector:\n    matchLabels:\n      app: paymentservice\n  template:\n    metadata:\n      labels:\n        app: paymentservice\n    spec:\n      nodeSelector:\n        app: target-node\n      serviceAccountName: paymentservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      containers:\n      - name: server\n        securityContext:\n          allowPrivilegeEscalation: false\n          capabilities:\n            drop:\n              - ALL\n          privileged: false\n          readOnlyRootFilesystem: true\n        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: paymentservice\n  namespace: boutique\n  labels:\n    app: paymentservice\nspec:\n  type: ClusterIP\n  selector:\n    app: paymentservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: paymentservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/153/path1.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-l8jjz                1/1     Running   0          69s   172.20.2.19   worker-02   <none>           <none>\ncartservice-79b49f5555-vkdx8             1/1     Running   0          69s   172.20.2.20   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-hdb2c         1/1     Running   0          70s   172.20.2.16   worker-02   <none>           <none>\ncurrencyservice-75686c9564-bdk2h         1/1     Running   0          70s   172.20.2.15   worker-02   <none>           <none>\nemailservice-b78fc569b-g5gsf             1/1     Running   0          70s   172.20.2.18   worker-02   <none>           <none>\nfrontend-6778bd7b8b-j94xt                1/1     Running   0          70s   172.20.2.14   worker-02   <none>           <none>\npaymentservice-78c5996648-rsmwr          1/1     Running   0          69s   172.20.2.22   worker-02   <none>           <none>\nproductcatalogservice-dfd4c7b9b-5cmn8    0/1     Pending   0          70s   <none>        <none>      <none>           <none>\nrecommendationservice-7df9c5b676-pbr25   1/1     Running   0          69s   172.20.2.21   worker-02   <none>           <none>\nredis-cart-68db7b6f97-drxx4              1/1     Running   0          69s   172.20.2.23   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-t8pmd         1/1     Running   0          70s   172.20.2.17   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-dfd4c7b9b-5cmn8'}",
+      "output": "Name:             productcatalogservice-dfd4c7b9b-5cmn8\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=dfd4c7b9b\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-dfd4c7b9b\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-xrxcd (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-xrxcd:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        app: target-node\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/153/path2.json

@@ -0,0 +1,258 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 8,
+    "total_trace_steps": 8,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "GetAppYAML",
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-l8jjz                1/1     Running   0          69s   172.20.2.19   worker-02   <none>           <none>\ncartservice-79b49f5555-vkdx8             1/1     Running   0          69s   172.20.2.20   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-hdb2c         1/1     Running   0          70s   172.20.2.16   worker-02   <none>           <none>\ncurrencyservice-75686c9564-bdk2h         1/1     Running   0          70s   172.20.2.15   worker-02   <none>           <none>\nemailservice-b78fc569b-g5gsf             1/1     Running   0          70s   172.20.2.18   worker-02   <none>           <none>\nfrontend-6778bd7b8b-j94xt                1/1     Running   0          70s   172.20.2.14   worker-02   <none>           <none>\npaymentservice-78c5996648-rsmwr          1/1     Running   0          69s   172.20.2.22   worker-02   <none>           <none>\nproductcatalogservice-dfd4c7b9b-5cmn8    0/1     Pending   0          70s   <none>        <none>      <none>           <none>\nrecommendationservice-7df9c5b676-pbr25   1/1     Running   0          69s   172.20.2.21   worker-02   <none>           <none>\nredis-cart-68db7b6f97-drxx4              1/1     Running   0          69s   172.20.2.23   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-t8pmd         1/1     Running   0          70s   172.20.2.17   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-dfd4c7b9b-5cmn8'}",
+      "output": "Name:             productcatalogservice-dfd4c7b9b-5cmn8\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=dfd4c7b9b\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-dfd4c7b9b\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-xrxcd (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-xrxcd:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "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      nodeSelector:\n        app: target-node\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: '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-l8jjz                1/1     Running   0          69s   172.20.2.19   worker-02   <none>           <none>\ncartservice-79b49f5555-vkdx8             1/1     Running   0          69s   172.20.2.20   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-hdb2c         1/1     Running   0          70s   172.20.2.16   worker-02   <none>           <none>\ncurrencyservice-75686c9564-bdk2h         1/1     Running   0          70s   172.20.2.15   worker-02   <none>           <none>\nemailservice-b78fc569b-g5gsf             1/1     Running   0          70s   172.20.2.18   worker-02   <none>           <none>\nfrontend-6778bd7b8b-j94xt                1/1     Running   0          70s   172.20.2.14   worker-02   <none>           <none>\npaymentservice-78c5996648-rsmwr          1/1     Running   0          69s   172.20.2.22   worker-02   <none>           <none>\nproductcatalogservice-dfd4c7b9b-5cmn8    0/1     Pending   0          70s   <none>        <none>      <none>           <none>\nrecommendationservice-7df9c5b676-pbr25   1/1     Running   0          69s   172.20.2.21   worker-02   <none>           <none>\nredis-cart-68db7b6f97-drxx4              1/1     Running   0          69s   172.20.2.23   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-t8pmd         1/1     Running   0          70s   172.20.2.17   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'productcatalogservice-dfd4c7b9b-5cmn8'}",
+      "output": "Name:             productcatalogservice-dfd4c7b9b-5cmn8\nNamespace:        boutique\nPriority:         0\nService Account:  productcatalogservice\nNode:             <none>\nLabels:           app=productcatalogservice\n                  pod-template-hash=dfd4c7b9b\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/productcatalogservice-dfd4c7b9b\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-xrxcd (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-xrxcd:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        app: target-node\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/154/path1.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-9jtcv                1/1     Running   0          70s   172.20.2.32   worker-02   <none>           <none>\ncartservice-79b49f5555-68l6d             1/1     Running   0          71s   172.20.2.28   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-qztfn         1/1     Running   0          70s   172.20.2.30   worker-02   <none>           <none>\ncurrencyservice-75686c9564-zm4xg         1/1     Running   0          70s   172.20.2.31   worker-02   <none>           <none>\nemailservice-b78fc569b-6k5d7             1/1     Running   0          71s   172.20.2.25   worker-02   <none>           <none>\nfrontend-6778bd7b8b-jll77                1/1     Running   0          71s   172.20.2.26   worker-02   <none>           <none>\npaymentservice-78c5996648-mmj6l          1/1     Running   0          71s   172.20.2.29   worker-02   <none>           <none>\npre-condition-pod                        1/1     Running   0          71s   172.20.2.24   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-7q88n    1/1     Running   0          71s   172.20.2.27   worker-02   <none>           <none>\nrecommendationservice-68858794d6-pd6vc   0/1     Pending   0          71s   <none>        <none>      <none>           <none>\nredis-cart-68db7b6f97-4lhmh              1/1     Running   0          70s   172.20.2.34   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-b87m8         1/1     Running   0          70s   172.20.2.33   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-68858794d6-pd6vc'}",
+      "output": "Name:             recommendationservice-68858794d6-pd6vc\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=68858794d6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-68858794d6\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-txv6l (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-txv6l:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        app: target-node\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/154/path2.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-9jtcv                1/1     Running   0          70s   172.20.2.32   worker-02   <none>           <none>\ncartservice-79b49f5555-68l6d             1/1     Running   0          71s   172.20.2.28   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-qztfn         1/1     Running   0          70s   172.20.2.30   worker-02   <none>           <none>\ncurrencyservice-75686c9564-zm4xg         1/1     Running   0          70s   172.20.2.31   worker-02   <none>           <none>\nemailservice-b78fc569b-6k5d7             1/1     Running   0          71s   172.20.2.25   worker-02   <none>           <none>\nfrontend-6778bd7b8b-jll77                1/1     Running   0          71s   172.20.2.26   worker-02   <none>           <none>\npaymentservice-78c5996648-mmj6l          1/1     Running   0          71s   172.20.2.29   worker-02   <none>           <none>\npre-condition-pod                        1/1     Running   0          71s   172.20.2.24   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-7q88n    1/1     Running   0          71s   172.20.2.27   worker-02   <none>           <none>\nrecommendationservice-68858794d6-pd6vc   0/1     Pending   0          71s   <none>        <none>      <none>           <none>\nredis-cart-68db7b6f97-4lhmh              1/1     Running   0          70s   172.20.2.34   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-b87m8         1/1     Running   0          70s   172.20.2.33   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'recommendationservice-68858794d6-pd6vc'}",
+      "output": "Name:             recommendationservice-68858794d6-pd6vc\nNamespace:        boutique\nPriority:         0\nService Account:  recommendationservice\nNode:             <none>\nLabels:           app=recommendationservice\n                  pod-template-hash=68858794d6\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/recommendationservice-68858794d6\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-txv6l (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-txv6l:\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:              app=target-node\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) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "app": "target-node",
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "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      nodeSelector:\n        app: target-node\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/155/path1.json

@@ -0,0 +1,133 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-6rdlw                1/1     Running   0          70s   172.20.2.36   worker-02   <none>           <none>\ncartservice-79b49f5555-kmvbs             1/1     Running   0          70s   172.20.2.39   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-nkh2f         1/1     Running   0          70s   172.20.2.38   worker-02   <none>           <none>\ncurrencyservice-75686c9564-c8bnw         1/1     Running   0          70s   172.20.2.42   worker-02   <none>           <none>\nemailservice-b78fc569b-cwwtq             1/1     Running   0          70s   172.20.2.41   worker-02   <none>           <none>\nfrontend-6778bd7b8b-nt47x                1/1     Running   0          70s   172.20.2.40   worker-02   <none>           <none>\npaymentservice-78c5996648-tc4kh          1/1     Running   0          70s   172.20.2.43   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-v4bbh    1/1     Running   0          70s   172.20.2.37   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-ftptg   1/1     Running   0          69s   172.20.2.44   worker-02   <none>           <none>\nredis-cart-6587955858-h82lp              0/1     Pending   0          70s   <none>        <none>      <none>           <none>\nshippingservice-7cbfcb6d68-xb9zd         1/1     Running   0          71s   172.20.2.35   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-6587955858-h82lp'}",
+      "output": "Name:             redis-cart-6587955858-h82lp\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=6587955858\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-6587955858\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-858b7 (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-858b7:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "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      nodeSelector:\n        kubernetes.io/hostname: worker-01\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/155/path2.json

@@ -0,0 +1,133 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-6rdlw                1/1     Running   0          70s   172.20.2.36   worker-02   <none>           <none>\ncartservice-79b49f5555-kmvbs             1/1     Running   0          70s   172.20.2.39   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-nkh2f         1/1     Running   0          70s   172.20.2.38   worker-02   <none>           <none>\ncurrencyservice-75686c9564-c8bnw         1/1     Running   0          70s   172.20.2.42   worker-02   <none>           <none>\nemailservice-b78fc569b-cwwtq             1/1     Running   0          70s   172.20.2.41   worker-02   <none>           <none>\nfrontend-6778bd7b8b-nt47x                1/1     Running   0          70s   172.20.2.40   worker-02   <none>           <none>\npaymentservice-78c5996648-tc4kh          1/1     Running   0          70s   172.20.2.43   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-v4bbh    1/1     Running   0          70s   172.20.2.37   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-ftptg   1/1     Running   0          69s   172.20.2.44   worker-02   <none>           <none>\nredis-cart-6587955858-h82lp              0/1     Pending   0          70s   <none>        <none>      <none>           <none>\nshippingservice-7cbfcb6d68-xb9zd         1/1     Running   0          71s   172.20.2.35   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-6587955858-h82lp'}",
+      "output": "Name:             redis-cart-6587955858-h82lp\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=6587955858\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-6587955858\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-858b7 (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-858b7:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        kubernetes.io/hostname: worker-01\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/156/path1.json

@@ -0,0 +1,133 @@
+{
+  "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-6bshg                1/1     Running   0          71s   172.20.2.47   worker-02   <none>           <none>\ncartservice-79b49f5555-gsfzk             1/1     Running   0          71s   172.20.2.46   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-n855q         1/1     Running   0          71s   172.20.2.50   worker-02   <none>           <none>\ncurrencyservice-75686c9564-2gtc8         1/1     Running   0          70s   172.20.2.54   worker-02   <none>           <none>\nemailservice-b78fc569b-pvr7p             1/1     Running   0          71s   172.20.2.49   worker-02   <none>           <none>\nfrontend-6778bd7b8b-zdwrt                1/1     Running   0          70s   172.20.2.51   worker-02   <none>           <none>\npaymentservice-78c5996648-4d9w9          1/1     Running   0          71s   172.20.2.48   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-5nfqc    1/1     Running   0          70s   172.20.2.52   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-j2cdw   1/1     Running   0          70s   172.20.2.53   worker-02   <none>           <none>\nredis-cart-68db7b6f97-m7bkm              1/1     Running   0          71s   172.20.2.45   worker-02   <none>           <none>\nshippingservice-6d544fbbbc-vskx4         0/1     Pending   0          71s   <none>        <none>      <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-6d544fbbbc-vskx4'}",
+      "output": "Name:             shippingservice-6d544fbbbc-vskx4\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=6d544fbbbc\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-6d544fbbbc\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=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-kfh5x (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-kfh5x:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: 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/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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/156/path2.json

@@ -0,0 +1,139 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetResources",
+      "GetClusterConfiguration",
+      "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-6bshg                1/1     Running   0          71s   172.20.2.47   worker-02   <none>           <none>\ncartservice-79b49f5555-gsfzk             1/1     Running   0          71s   172.20.2.46   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-n855q         1/1     Running   0          71s   172.20.2.50   worker-02   <none>           <none>\ncurrencyservice-75686c9564-2gtc8         1/1     Running   0          70s   172.20.2.54   worker-02   <none>           <none>\nemailservice-b78fc569b-pvr7p             1/1     Running   0          71s   172.20.2.49   worker-02   <none>           <none>\nfrontend-6778bd7b8b-zdwrt                1/1     Running   0          70s   172.20.2.51   worker-02   <none>           <none>\npaymentservice-78c5996648-4d9w9          1/1     Running   0          71s   172.20.2.48   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-5nfqc    1/1     Running   0          70s   172.20.2.52   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-j2cdw   1/1     Running   0          70s   172.20.2.53   worker-02   <none>           <none>\nredis-cart-68db7b6f97-m7bkm              1/1     Running   0          71s   172.20.2.45   worker-02   <none>           <none>\nshippingservice-6d544fbbbc-vskx4         0/1     Pending   0          71s   <none>        <none>      <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'shippingservice-6d544fbbbc-vskx4'}",
+      "output": "Name:             shippingservice-6d544fbbbc-vskx4\nNamespace:        boutique\nPriority:         0\nService Account:  shippingservice\nNode:             <none>\nLabels:           app=shippingservice\n                  pod-template-hash=6d544fbbbc\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/shippingservice-6d544fbbbc\nContainers:\n  server:\n    Image:      us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.3\n    Port:       50051/TCP\n    Host Port:  0/TCP\n    Limits:\n      cpu:     200m\n      memory:  128Mi\n    Requests:\n      cpu:      100m\n      memory:   64Mi\n    Liveness:   grpc <pod>:50051  delay=5s timeout=1s period=10s #success=1 #failure=3\n    Readiness:  grpc <pod>:50051  delay=5s timeout=1s period=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-kfh5x (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-kfh5x:\n    Type:                    Projected (a volume that contains injected data from multiple sources)\n    TokenExpirationSeconds:  3607\n    ConfigMapName:           kube-root-ca.crt\n    ConfigMapOptional:       <nil>\n    DownwardAPI:             true\nQoS Class:                   Burstable\nNode-Selectors:              kubernetes.io/hostname=worker-01\nTolerations:                 node.kubernetes.io/not-ready:NoExecute op=Exists for 300s\n                             node.kubernetes.io/unreachable:NoExecute op=Exists for 300s\nEvents:\n  Type     Reason            Age   From               Message\n  ----     ------            ----  ----               -------\n  Warning  FailedScheduling  72s   default-scheduler  0/4 nodes are available: 1 node(s) had untolerated taint {node-unhealthy: true}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetResources",
+      "calling": "tool_name='GetResources' arguments={namespace: 'boutique', resource_type: 'node', name: None, show_labels: 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/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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node-unhealthy=true:NoExecute"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: 'shippingservice'}",
+      "output": "apiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: shippingservice\n  namespace: boutique\n  labels:\n    app: shippingservice\nspec:\n  selector:\n    matchLabels:\n      app: shippingservice\n  template:\n    metadata:\n      labels:\n        app: shippingservice\n    spec:\n      nodeSelector:\n        kubernetes.io/hostname: worker-01\n      serviceAccountName: shippingservice\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/shippingservice:v0.10.3\n        ports:\n        - containerPort: 50051\n        env:\n        - name: PORT\n          value: \"50051\"\n        - name: DISABLE_PROFILER\n          value: \"1\"\n        readinessProbe:\n          initialDelaySeconds: 5\n          periodSeconds: 5\n          grpc:\n            port: 50051\n        livenessProbe:\n          initialDelaySeconds: 5\n          grpc:\n            port: 50051\n        resources:\n          requests:\n            cpu: 100m\n            memory: 64Mi\n          limits:\n            cpu: 200m\n            memory: 128Mi\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: shippingservice\n  namespace: boutique\n  labels:\n    app: shippingservice\nspec:\n  type: ClusterIP\n  selector:\n    app: shippingservice\n  ports:\n  - name: grpc\n    port: 50051\n    targetPort: 50051\n---\napiVersion: v1\nkind: ServiceAccount\nmetadata:\n  name: shippingservice\n  namespace: boutique"
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/157/path1.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-6cbcf4f588-gdnlr               0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncartservice-79b49f5555-pbgnp             1/1     Running   0          73s   172.20.2.56    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-jt5kw         1/1     Running   0          73s   172.20.1.252   worker-01   <none>           <none>\ncurrencyservice-75686c9564-m5lfz         1/1     Running   0          73s   172.20.1.253   worker-01   <none>           <none>\nemailservice-b78fc569b-42hj6             1/1     Running   0          73s   172.20.1.254   worker-01   <none>           <none>\nfrontend-6778bd7b8b-5gdw2                1/1     Running   0          72s   172.20.2.57    worker-02   <none>           <none>\npaymentservice-78c5996648-xjsj9          1/1     Running   0          72s   172.20.1.2     worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-4v57x    1/1     Running   0          72s   172.20.2.58    worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-lpxvl   1/1     Running   0          72s   172.20.2.59    worker-02   <none>           <none>\nredis-cart-68db7b6f97-r4qpt              1/1     Running   0          71s   172.20.2.60    worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-d6xp8         1/1     Running   0          71s   172.20.1.3     worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-6cbcf4f588-gdnlr'}",
+      "output": "Name:             adservice-6cbcf4f588-gdnlr\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=6cbcf4f588\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-6cbcf4f588\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-smjbg (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-smjbg:\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:              workload=gpu\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) had untolerated taint {workload: gpu}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        workload: gpu\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "workload=gpu: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",
+              "workload": "gpu"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/157/path2.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-6cbcf4f588-gdnlr               0/1     Pending   0          71s   <none>         <none>      <none>           <none>\ncartservice-79b49f5555-pbgnp             1/1     Running   0          73s   172.20.2.56    worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-jt5kw         1/1     Running   0          73s   172.20.1.252   worker-01   <none>           <none>\ncurrencyservice-75686c9564-m5lfz         1/1     Running   0          73s   172.20.1.253   worker-01   <none>           <none>\nemailservice-b78fc569b-42hj6             1/1     Running   0          73s   172.20.1.254   worker-01   <none>           <none>\nfrontend-6778bd7b8b-5gdw2                1/1     Running   0          72s   172.20.2.57    worker-02   <none>           <none>\npaymentservice-78c5996648-xjsj9          1/1     Running   0          72s   172.20.1.2     worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-4v57x    1/1     Running   0          72s   172.20.2.58    worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-lpxvl   1/1     Running   0          72s   172.20.2.59    worker-02   <none>           <none>\nredis-cart-68db7b6f97-r4qpt              1/1     Running   0          71s   172.20.2.60    worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-d6xp8         1/1     Running   0          71s   172.20.1.3     worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'adservice-6cbcf4f588-gdnlr'}",
+      "output": "Name:             adservice-6cbcf4f588-gdnlr\nNamespace:        boutique\nPriority:         0\nService Account:  adservice\nNode:             <none>\nLabels:           app=adservice\n                  pod-template-hash=6cbcf4f588\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/adservice-6cbcf4f588\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-smjbg (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-smjbg:\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:              workload=gpu\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) had untolerated taint {workload: gpu}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "workload=gpu: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",
+              "workload": "gpu"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "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      nodeSelector:\n        workload: gpu\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/158/path1.json

@@ -0,0 +1,138 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetClusterConfiguration",
+      "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-6g845                1/1     Running   0          73s   172.20.1.4    worker-01   <none>           <none>\ncartservice-8b95d4bb-r7jtd               0/1     Pending   0          71s   <none>        <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-pt9t2         1/1     Running   0          73s   172.20.2.61   worker-02   <none>           <none>\ncurrencyservice-75686c9564-g4c89         1/1     Running   0          73s   172.20.2.62   worker-02   <none>           <none>\nemailservice-b78fc569b-4glmm             1/1     Running   0          73s   172.20.1.5    worker-01   <none>           <none>\nfrontend-6778bd7b8b-pvs9g                1/1     Running   0          72s   172.20.2.63   worker-02   <none>           <none>\npaymentservice-78c5996648-rxmf6          1/1     Running   0          72s   172.20.2.64   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-dtbwt    1/1     Running   0          72s   172.20.1.6    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-slbzk   1/1     Running   0          72s   172.20.1.7    worker-01   <none>           <none>\nredis-cart-68db7b6f97-45zms              1/1     Running   0          71s   172.20.2.65   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-hk9vx         1/1     Running   0          71s   172.20.2.66   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-8b95d4bb-r7jtd'}",
+      "output": "Name:             cartservice-8b95d4bb-r7jtd\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=8b95d4bb\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-8b95d4bb\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-2j7qk (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-2j7qk:\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:              workload=high-performance\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) didn't match Pod's node affinity/selector, 1 node(s) were unschedulable, 2 node(s) had untolerated taint {compute: intensive}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "compute=intensive: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",
+              "workload": "high-performance"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "compute=intensive: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",
+              "workload": "high-performance"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    },
+    {
+      "tool_name": "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      serviceAccountName: cartservice\n      terminationGracePeriodSeconds: 5\n      securityContext:\n        fsGroup: 1000\n        runAsGroup: 1000\n        runAsNonRoot: true\n        runAsUser: 1000\n      nodeSelector:\n        workload: high-performance\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/158/path2.json

@@ -0,0 +1,132 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 3,
+    "total_trace_steps": 3,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "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-6g845                1/1     Running   0          73s   172.20.1.4    worker-01   <none>           <none>\ncartservice-8b95d4bb-r7jtd               0/1     Pending   0          71s   <none>        <none>      <none>           <none>\ncheckoutservice-8445f8b6cb-pt9t2         1/1     Running   0          73s   172.20.2.61   worker-02   <none>           <none>\ncurrencyservice-75686c9564-g4c89         1/1     Running   0          73s   172.20.2.62   worker-02   <none>           <none>\nemailservice-b78fc569b-4glmm             1/1     Running   0          73s   172.20.1.5    worker-01   <none>           <none>\nfrontend-6778bd7b8b-pvs9g                1/1     Running   0          72s   172.20.2.63   worker-02   <none>           <none>\npaymentservice-78c5996648-rxmf6          1/1     Running   0          72s   172.20.2.64   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-dtbwt    1/1     Running   0          72s   172.20.1.6    worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-slbzk   1/1     Running   0          72s   172.20.1.7    worker-01   <none>           <none>\nredis-cart-68db7b6f97-45zms              1/1     Running   0          71s   172.20.2.65   worker-02   <none>           <none>\nshippingservice-7cbfcb6d68-hk9vx         1/1     Running   0          71s   172.20.2.66   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'cartservice-8b95d4bb-r7jtd'}",
+      "output": "Name:             cartservice-8b95d4bb-r7jtd\nNamespace:        boutique\nPriority:         0\nService Account:  cartservice\nNode:             <none>\nLabels:           app=cartservice\n                  pod-template-hash=8b95d4bb\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/cartservice-8b95d4bb\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-2j7qk (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-2j7qk:\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:              workload=high-performance\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) didn't match Pod's node affinity/selector, 1 node(s) were unschedulable, 2 node(s) had untolerated taint {compute: intensive}. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetClusterConfiguration",
+      "calling": "tool_name='GetClusterConfiguration' arguments={}",
+      "output": {
+        "node_count": 4,
+        "nodes": [
+          {
+            "name": "master",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "node.kubernetes.io/unschedulable:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "master",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "master"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "compute=intensive: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",
+              "workload": "high-performance"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "compute=intensive: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",
+              "workload": "high-performance"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/159/path1.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-8c94x                1/1     Running   0          72s   172.20.1.13   worker-01   <none>           <none>\ncartservice-79b49f5555-7xfgk             1/1     Running   0          72s   172.20.2.72   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-rc8nz         1/1     Running   0          72s   172.20.2.73   worker-02   <none>           <none>\ncurrencyservice-5d6cb67d5b-hc5jg         0/1     Pending   0          70s   <none>        <none>      <none>           <none>\nemailservice-b78fc569b-lhtsw             1/1     Running   0          72s   172.20.1.14   worker-01   <none>           <none>\nfrontend-6778bd7b8b-hfvvl                1/1     Running   0          72s   172.20.1.15   worker-01   <none>           <none>\npaymentservice-78c5996648-vdrvl          1/1     Running   0          71s   172.20.2.74   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-jq8br    1/1     Running   0          71s   172.20.2.75   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-d9fn7   1/1     Running   0          71s   172.20.1.16   worker-01   <none>           <none>\nredis-cart-68db7b6f97-sjg9f              1/1     Running   0          71s   172.20.1.17   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-tht87         1/1     Running   0          71s   172.20.2.76   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-5d6cb67d5b-hc5jg'}",
+      "output": "Name:             currencyservice-5d6cb67d5b-hc5jg\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=5d6cb67d5b\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-5d6cb67d5b\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-jbrq7 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-jbrq7:\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:              workload-type=specialized\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) had untolerated taint {workload: specialized-processing}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        workload-type: specialized\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "workload=specialized-processing: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",
+              "workload-type": "specialized"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/159/path2.json

@@ -0,0 +1,135 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-8c94x                1/1     Running   0          72s   172.20.1.13   worker-01   <none>           <none>\ncartservice-79b49f5555-7xfgk             1/1     Running   0          72s   172.20.2.72   worker-02   <none>           <none>\ncheckoutservice-8445f8b6cb-rc8nz         1/1     Running   0          72s   172.20.2.73   worker-02   <none>           <none>\ncurrencyservice-5d6cb67d5b-hc5jg         0/1     Pending   0          70s   <none>        <none>      <none>           <none>\nemailservice-b78fc569b-lhtsw             1/1     Running   0          72s   172.20.1.14   worker-01   <none>           <none>\nfrontend-6778bd7b8b-hfvvl                1/1     Running   0          72s   172.20.1.15   worker-01   <none>           <none>\npaymentservice-78c5996648-vdrvl          1/1     Running   0          71s   172.20.2.74   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-jq8br    1/1     Running   0          71s   172.20.2.75   worker-02   <none>           <none>\nrecommendationservice-7df9c5b676-d9fn7   1/1     Running   0          71s   172.20.1.16   worker-01   <none>           <none>\nredis-cart-68db7b6f97-sjg9f              1/1     Running   0          71s   172.20.1.17   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-tht87         1/1     Running   0          71s   172.20.2.76   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'currencyservice-5d6cb67d5b-hc5jg'}",
+      "output": "Name:             currencyservice-5d6cb67d5b-hc5jg\nNamespace:        boutique\nPriority:         0\nService Account:  currencyservice\nNode:             <none>\nLabels:           app=currencyservice\n                  pod-template-hash=5d6cb67d5b\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/currencyservice-5d6cb67d5b\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-jbrq7 (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-jbrq7:\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:              workload-type=specialized\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) had untolerated taint {workload: specialized-processing}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        workload-type: specialized\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "workload=specialized-processing: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",
+              "workload-type": "specialized"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/16/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-zktjb                1/1     Running   0          73s   172.20.2.227   worker-02   <none>           <none>\ncartservice-79b49f5555-tvsxr             1/1     Running   0          73s   172.20.1.166   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-hxhhk         1/1     Running   0          73s   172.20.1.167   worker-01   <none>           <none>\ncurrencyservice-75686c9564-7klrp         1/1     Running   0          73s   172.20.2.228   worker-02   <none>           <none>\nemailservice-b78fc569b-b7fq2             1/1     Running   0          72s   172.20.2.229   worker-02   <none>           <none>\nfrontend-6778bd7b8b-rlm8l                1/1     Running   0          72s   172.20.1.168   worker-01   <none>           <none>\npaymentservice-78c5996648-wthgt          1/1     Running   0          72s   172.20.2.230   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-d5p6n    1/1     Running   0          72s   172.20.1.169   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-87gwd   1/1     Running   0          72s   172.20.1.170   worker-01   <none>           <none>\nredis-cart-59f87cbf9-9d5p4               0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nshippingservice-7cbfcb6d68-x2bbr         1/1     Running   0          71s   172.20.2.231   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-59f87cbf9-9d5p4'}",
+      "output": "Name:             redis-cart-59f87cbf9-9d5p4\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=59f87cbf9\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-59f87cbf9\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-wgvs6 (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-wgvs6:\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:              hardware-type=gpu\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: 2 node(s) didn't match Pod's node affinity/selector, 2 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                      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                      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,hardware-type=gpu,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      nodeSelector:\n        hardware-type: gpu\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/16/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-zktjb                1/1     Running   0          73s   172.20.2.227   worker-02   <none>           <none>\ncartservice-79b49f5555-tvsxr             1/1     Running   0          73s   172.20.1.166   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-hxhhk         1/1     Running   0          73s   172.20.1.167   worker-01   <none>           <none>\ncurrencyservice-75686c9564-7klrp         1/1     Running   0          73s   172.20.2.228   worker-02   <none>           <none>\nemailservice-b78fc569b-b7fq2             1/1     Running   0          72s   172.20.2.229   worker-02   <none>           <none>\nfrontend-6778bd7b8b-rlm8l                1/1     Running   0          72s   172.20.1.168   worker-01   <none>           <none>\npaymentservice-78c5996648-wthgt          1/1     Running   0          72s   172.20.2.230   worker-02   <none>           <none>\nproductcatalogservice-ddb46fc86-d5p6n    1/1     Running   0          72s   172.20.1.169   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-87gwd   1/1     Running   0          72s   172.20.1.170   worker-01   <none>           <none>\nredis-cart-59f87cbf9-9d5p4               0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nshippingservice-7cbfcb6d68-x2bbr         1/1     Running   0          71s   172.20.2.231   worker-02   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'redis-cart-59f87cbf9-9d5p4'}",
+      "output": "Name:             redis-cart-59f87cbf9-9d5p4\nNamespace:        boutique\nPriority:         0\nService Account:  default\nNode:             <none>\nLabels:           app=redis-cart\n                  pod-template-hash=59f87cbf9\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/redis-cart-59f87cbf9\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-wgvs6 (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-wgvs6:\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:              hardware-type=gpu\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: 2 node(s) didn't match Pod's node affinity/selector, 2 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                      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                      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,hardware-type=gpu,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      nodeSelector:\n        hardware-type: gpu\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/160/path1.json

@@ -0,0 +1,140 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 5,
+    "total_trace_steps": 5,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-gnr2w                1/1     Running   0          73s   172.20.1.211   worker-01   <none>           <none>\ncartservice-79b49f5555-vfsd5             1/1     Running   0          73s   172.20.1.212   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-gk7fs         1/1     Running   0          73s   172.20.1.213   worker-01   <none>           <none>\ncurrencyservice-75686c9564-9djql         1/1     Running   0          72s   172.20.1.214   worker-01   <none>           <none>\nemailservice-5694b49ccc-xrtj7            0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-w5n7x                1/1     Running   0          72s   172.20.1.215   worker-01   <none>           <none>\npaymentservice-78c5996648-4f5sb          1/1     Running   0          72s   172.20.1.216   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-962zv    1/1     Running   0          72s   172.20.1.217   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-56grq   1/1     Running   0          72s   172.20.1.218   worker-01   <none>           <none>\nredis-cart-68db7b6f97-qz7gx              1/1     Running   0          71s   172.20.1.219   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-qzhw8         1/1     Running   0          71s   172.20.1.220   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-5694b49ccc-xrtj7'}",
+      "output": "Name:             emailservice-5694b49ccc-xrtj7\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=5694b49ccc\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-5694b49ccc\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-zz46k (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-zz46k:\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:              workload=compute-intensive\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) had untolerated taint {compute: high-performance}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        workload: compute-intensive\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/os=linux,kubernetes.io/role=node,workload=compute-intensive\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "compute=high-performance:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node",
+              "workload": "compute-intensive"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}

golden-trajectory/boutique/scheduling/160/path2.json

@@ -0,0 +1,134 @@
+{
+  "statistics": {
+    "valid_tool_call_count": 4,
+    "total_trace_steps": 4,
+    "history_called_tool_names": [
+      "GetResources",
+      "DescribeResource",
+      "GetAppYAML",
+      "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-gnr2w                1/1     Running   0          73s   172.20.1.211   worker-01   <none>           <none>\ncartservice-79b49f5555-vfsd5             1/1     Running   0          73s   172.20.1.212   worker-01   <none>           <none>\ncheckoutservice-8445f8b6cb-gk7fs         1/1     Running   0          73s   172.20.1.213   worker-01   <none>           <none>\ncurrencyservice-75686c9564-9djql         1/1     Running   0          72s   172.20.1.214   worker-01   <none>           <none>\nemailservice-5694b49ccc-xrtj7            0/1     Pending   0          71s   <none>         <none>      <none>           <none>\nfrontend-6778bd7b8b-w5n7x                1/1     Running   0          72s   172.20.1.215   worker-01   <none>           <none>\npaymentservice-78c5996648-4f5sb          1/1     Running   0          72s   172.20.1.216   worker-01   <none>           <none>\nproductcatalogservice-ddb46fc86-962zv    1/1     Running   0          72s   172.20.1.217   worker-01   <none>           <none>\nrecommendationservice-7df9c5b676-56grq   1/1     Running   0          72s   172.20.1.218   worker-01   <none>           <none>\nredis-cart-68db7b6f97-qz7gx              1/1     Running   0          71s   172.20.1.219   worker-01   <none>           <none>\nshippingservice-7cbfcb6d68-qzhw8         1/1     Running   0          71s   172.20.1.220   worker-01   <none>           <none>\n"
+    },
+    {
+      "tool_name": "DescribeResource",
+      "calling": "tool_name='DescribeResource' arguments={namespace: 'boutique', resource_type: 'pod', name: 'emailservice-5694b49ccc-xrtj7'}",
+      "output": "Name:             emailservice-5694b49ccc-xrtj7\nNamespace:        boutique\nPriority:         0\nService Account:  emailservice\nNode:             <none>\nLabels:           app=emailservice\n                  pod-template-hash=5694b49ccc\nAnnotations:      <none>\nStatus:           Pending\nIP:               \nIPs:              <none>\nControlled By:    ReplicaSet/emailservice-5694b49ccc\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-zz46k (ro)\nConditions:\n  Type           Status\n  PodScheduled   False \nVolumes:\n  kube-api-access-zz46k:\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:              workload=compute-intensive\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) had untolerated taint {compute: high-performance}, 1 node(s) were unschedulable, 2 node(s) didn't match Pod's node affinity/selector. preemption: 0/4 nodes are available: 4 Preemption is not helpful for scheduling.\n"
+    },
+    {
+      "tool_name": "GetAppYAML",
+      "calling": "tool_name='GetAppYAML' arguments={app_name: '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      nodeSelector:\n        workload: compute-intensive\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": "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": "15671356Ki"
+            }
+          },
+          {
+            "name": "worker-01",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [
+              "compute=high-performance:NoSchedule"
+            ],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node",
+              "workload": "compute-intensive"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-02",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-02",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          },
+          {
+            "name": "worker-03",
+            "role": "worker",
+            "status": "Ready",
+            "conditions": {
+              "MemoryPressure": "False",
+              "DiskPressure": "False",
+              "PIDPressure": "False"
+            },
+            "taints": [],
+            "labels": {
+              "beta.kubernetes.io/arch": "amd64",
+              "beta.kubernetes.io/os": "linux",
+              "kubernetes.io/arch": "amd64",
+              "kubernetes.io/hostname": "worker-03",
+              "kubernetes.io/os": "linux",
+              "kubernetes.io/role": "node"
+            },
+            "allocatable_resources": {
+              "cpu": "8",
+              "memory": "15671348Ki"
+            }
+          }
+        ]
+      }
+    }
+  ]
+}