{"parentUuid":null,"isSidechain":true,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","agentId":"aa336a32ae2d346f3","type":"user","message":{"role":"user","content":"You are implementing Task 4: Services for a Kustomize Kubernetes deployment.\n\n## Task Description\n\n### Task 4: Services (Deployments, Service, Ingress)\n\nCreates the web Deployment (Next.js), worker Deployment (pg-boss), ClusterIP Service, and Nginx Ingress.\n\n**Files:**\n- Create: `deploy/kubernetes/base/services/web-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/worker-deployment.yaml`\n- Create: `deploy/kubernetes/base/services/service.yaml`\n- Create: `deploy/kubernetes/base/services/ingress.yaml`\n- Create: `deploy/kubernetes/base/services/kustomization.yaml`\n\n- [ ] **Step 1: Create directory**\n\n```bash\nmkdir -p deploy/kubernetes/base/services\n```\n\n- [ ] **Step 2: Create web-deployment.yaml**\n\n`command: [\"bun\", \"run\", \"start\"]` maps to `next start` from the project's `package.json`. Liveness checks `/api/health/live` to detect a hung process; readiness checks `/api/health/ready` to gate traffic until the app is warm.\n\n```yaml\n# deploy/kubernetes/base/services/web-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: churn-renewal-forecast-web\n  namespace: churn-renewal-forecast\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\n    app.kubernetes.io/component: web\nspec:\n  replicas: 1\n  selector:\n    matchLabels:\n      app.kubernetes.io/name: churn-renewal-forecast\n      app.kubernetes.io/component: web\n  template:\n    metadata:\n      labels:\n        app.kubernetes.io/name: churn-renewal-forecast\n        app.kubernetes.io/component: web\n    spec:\n      serviceAccountName: churn-renewal-forecast\n      containers:\n        - name: web\n          image: registry.ic-ops.net/churn-renewal-forecast:latest\n          command: [\"bun\", \"run\", \"start\"]\n          ports:\n            - containerPort: 3000\n              name: http\n          envFrom:\n            - configMapRef:\n                name: churn-renewal-forecast-config\n            - secretRef:\n                name: churn-renewal-forecast\n          resources:\n            requests:\n              memory: 256Mi\n              cpu: 100m\n            limits:\n              memory: 512Mi\n              cpu: 500m\n          livenessProbe:\n            httpGet:\n              path: /api/health/live\n              port: 3000\n            initialDelaySeconds: 15\n            periodSeconds: 20\n          readinessProbe:\n            httpGet:\n              path: /api/health/ready\n              port: 3000\n            initialDelaySeconds: 10\n            periodSeconds: 10\n```\n\n- [ ] **Step 3: Create worker-deployment.yaml**\n\n`command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]` maps to `bun run worker` from `package.json`. No HTTP port or probes — the worker is a queue consumer that runs until killed; Kubernetes monitors the process exit code.\n\n```yaml\n# deploy/kubernetes/base/services/worker-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: churn-renewal-forecast-worker\n  namespace: churn-renewal-forecast\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\n    app.kubernetes.io/component: worker\nspec:\n  replicas: 1\n  selector:\n    matchLabels:\n      app.kubernetes.io/name: churn-renewal-forecast\n      app.kubernetes.io/component: worker\n  template:\n    metadata:\n      labels:\n        app.kubernetes.io/name: churn-renewal-forecast\n        app.kubernetes.io/component: worker\n    spec:\n      serviceAccountName: churn-renewal-forecast\n      containers:\n        - name: worker\n          image: registry.ic-ops.net/churn-renewal-forecast:latest\n          command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n          envFrom:\n            - configMapRef:\n                name: churn-renewal-forecast-config\n            - secretRef:\n                name: churn-renewal-forecast\n          resources:\n            requests:\n              memory: 256Mi\n              cpu: 100m\n            limits:\n              memory: 512Mi\n              cpu: 500m\n```\n\n- [ ] **Step 4: Create service.yaml**\n\nClusterIP routes traffic to web pods only (selector scoped to `component: web`). Port 80 externally → 3000 on the container.\n\n```yaml\n# deploy/kubernetes/base/services/service.yaml\napiVersion: v1\nkind: Service\nmetadata:\n  name: churn-renewal-forecast\n  namespace: churn-renewal-forecast\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\n    app.kubernetes.io/component: web\nspec:\n  type: ClusterIP\n  selector:\n    app.kubernetes.io/name: churn-renewal-forecast\n    app.kubernetes.io/component: web\n  ports:\n    - port: 80\n      targetPort: 3000\n      name: http\n```\n\n- [ ] **Step 5: Create ingress.yaml**\n\nTLS terminates at the ingress; the `churn-renewal-forecast-tls` secret is managed externally (cert-manager or equivalent). The `ingressClassName` field replaces the deprecated `kubernetes.io/ingress.class` annotation in Kubernetes 1.18+.\n\n```yaml\n# deploy/kubernetes/base/services/ingress.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n  name: churn-renewal-forecast\n  namespace: churn-renewal-forecast\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\nspec:\n  ingressClassName: nginx\n  tls:\n    - hosts:\n        - churn-forecast.infrastructure.immuta.io\n      secretName: churn-renewal-forecast-tls\n  rules:\n    - host: churn-forecast.infrastructure.immuta.io\n      http:\n        paths:\n          - path: /\n            pathType: Prefix\n            backend:\n              service:\n                name: churn-renewal-forecast\n                port:\n                  name: http\n```\n\n- [ ] **Step 6: Create services/kustomization.yaml**\n\n```yaml\n# deploy/kubernetes/base/services/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n  - web-deployment.yaml\n  - worker-deployment.yaml\n  - service.yaml\n  - ingress.yaml\n```\n\n- [ ] **Step 7: Validate**\n\n```bash\nkustomize build deploy/kubernetes/base/services\n```\n\nExpected: YAML output with two Deployments, one Service, one Ingress. No errors.\n\n- [ ] **Step 8: Commit**\n\n```bash\ngit add deploy/kubernetes/base/services/\ngit commit -m \"feat: add k8s service resources (web, worker deployments, svc, ingress)\"\n```\n\n## Context\n\nTask 4 of 6. This creates the runtime workloads. Key design decisions already made:\n- **Single image** `registry.ic-ops.net/churn-renewal-forecast:latest` for both web and worker, different `command` overrides\n- **Web** runs `bun run start` (= `next start`), exposes port 3000, has health probes\n- **Worker** runs `bunx tsx src/worker/index.ts` (pg-boss queue consumer), no HTTP port, no probes\n- **Service** is ClusterIP only, selects on `component: web` not worker\n- **Ingress** uses `ingressClassName: nginx` (not the deprecated annotation), TLS terminates at ingress\n\nThe ConfigMap `churn-renewal-forecast-config` and Secret `churn-renewal-forecast` already exist from Task 1.\n\n- Working directory: `/Users/steve.briggs/projects/churn-renewal-forecast`\n- Kustomize: available at `kustomize` in PATH\n\n## Report Format\n\n- **Status:** DONE | DONE_WITH_CONCERNS | BLOCKED | NEEDS_CONTEXT\n- Files created\n- Validation result\n"},"uuid":"791584e2-2c5e-4dff-b651-ff8387952281","timestamp":"2026-05-19T02:38:20.347Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"d8e970b9-c4f9-4b32-9409-91caaa30333d","isSidechain":true,"agentId":"aa336a32ae2d346f3","attachment":{"type":"skill_listing","content":"- obsidian-load: Load context from Obsidian notes in the `Claude/` directory into the current conversation.\n- obsidian-save: Save current conversation context to an Obsidian note under the `Claude/` directory.\n- mind:stats: Show memory statistics and storage information\n- mind:search: Search memories for specific content or patterns\n- mind:ask: Ask questions about memories and get context-aware answers\n- mind:recent: Show recent memories and activity timeline\n- mind:memory: Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file\n- mind:mind: Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file\n- superpowers:test-driven-development: Use when implementing any feature or bugfix, before writing implementation code\n- superpowers:using-git-worktrees: Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback\n- superpowers:receiving-code-review: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation\n- superpowers:using-superpowers: Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions\n- superpowers:writing-plans: Use when you have a spec or requirements for a multi-step task, before touching code\n- superpowers:subagent-driven-development: Use when executing implementation plans with independent tasks in the current session\n- superpowers:requesting-code-review: Use when completing tasks, implementing major features, or before merging to verify work meets requirements\n- superpowers:verification-before-completion: Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always\n- superpowers:executing-plans: Use when you have a written implementation plan to execute in a separate session with review checkpoints\n- superpowers:finishing-a-development-branch: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup\n- superpowers:dispatching-parallel-agents: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies\n- superpowers:writing-skills: Use when creating new skills, editing existing skills, or verifying skills work before deployment\n- superpowers:brainstorming: You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. 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{"parentUuid":"a1874acf-075e-4357-be77-a9851cad363d","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_0121ksem6tCiviCr2aaH6zr1","type":"message","role":"assistant","content":[{"type":"text","text":"Good, the base directory exists with `bootstrap`, `init`, and `netpol` subdirectories already. Now I'll create the services directory and all required files."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1634,"cache_read_input_tokens":15946,"cache_creation":{"ephemeral_5m_input_tokens":1634,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbB9m6VqKFrgYYYVtr5SF","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"234c0bf0-d8b2-4b95-a4ef-205300240b74","timestamp":"2026-05-19T02:38:26.252Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"8d98acb6-14bf-4fd7-92f4-fa3a1c3b21fd","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_01QhAVvtRc2ZEXyi3MU4yytU","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MxmoVkdA9GSBGRvZnjxLwb","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/web-deployment.yaml","content":"# deploy/kubernetes/base/services/web-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: churn-renewal-forecast-web\n  namespace: churn-renewal-forecast\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\n    app.kubernetes.io/component: web\nspec:\n  replicas: 1\n  selector:\n    matchLabels:\n      app.kubernetes.io/name: churn-renewal-forecast\n      app.kubernetes.io/component: web\n  template:\n    metadata:\n      labels:\n        app.kubernetes.io/name: churn-renewal-forecast\n        app.kubernetes.io/component: web\n    spec:\n      serviceAccountName: churn-renewal-forecast\n      containers:\n        - name: web\n          image: registry.ic-ops.net/churn-renewal-forecast:latest\n          command: [\"bun\", \"run\", \"start\"]\n          ports:\n            - containerPort: 3000\n              name: http\n          envFrom:\n            - configMapRef:\n                name: churn-renewal-forecast-config\n            - secretRef:\n                name: churn-renewal-forecast\n          resources:\n            requests:\n              memory: 256Mi\n              cpu: 100m\n            limits:\n              memory: 512Mi\n              cpu: 500m\n          livenessProbe:\n            httpGet:\n              path: /api/health/live\n              port: 3000\n            initialDelaySeconds: 15\n            periodSeconds: 20\n          readinessProbe:\n            httpGet:\n              path: /api/health/ready\n              port: 3000\n            initialDelaySeconds: 10\n            periodSeconds: 10\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":152,"cache_read_input_tokens":17580,"output_tokens":518,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":152},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":518,"cache_read_input_tokens":17580,"cache_creation_input_tokens":152,"cache_creation":{"ephemeral_5m_input_tokens":152,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbB9n96NzA5ckQC5Hz4Fp","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"e4c37204-a470-4c4c-81bd-d5f9e127ea5c","timestamp":"2026-05-19T02:38:43.038Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"e4c37204-a470-4c4c-81bd-d5f9e127ea5c","isSidechain":true,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","agentId":"aa336a32ae2d346f3","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MxmoVkdA9GSBGRvZnjxLwb","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/web-deployment.yaml (file state is current in your context — no need to Read it back)"}]},"uuid":"4a0d97a9-89d8-4a7c-bb19-3127eb651eb2","timestamp":"2026-05-19T02:39:14.644Z","sourceToolAssistantUUID":"e4c37204-a470-4c4c-81bd-d5f9e127ea5c","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"4a0d97a9-89d8-4a7c-bb19-3127eb651eb2","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_017Gba3QZSUeRcwiVHcXwTaw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018hfDuaA7F934QzZsD8g9cD","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/worker-deployment.yaml","content":"# deploy/kubernetes/base/services/worker-deployment.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n  name: churn-renewal-forecast-worker\n  namespace: churn-renewal-forecast\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\n    app.kubernetes.io/component: worker\nspec:\n  replicas: 1\n  selector:\n    matchLabels:\n      app.kubernetes.io/name: churn-renewal-forecast\n      app.kubernetes.io/component: worker\n  template:\n    metadata:\n      labels:\n        app.kubernetes.io/name: churn-renewal-forecast\n        app.kubernetes.io/component: worker\n    spec:\n      serviceAccountName: churn-renewal-forecast\n      containers:\n        - name: worker\n          image: registry.ic-ops.net/churn-renewal-forecast:latest\n          command: [\"bunx\", \"tsx\", \"src/worker/index.ts\"]\n          envFrom:\n            - configMapRef:\n                name: churn-renewal-forecast-config\n            - secretRef:\n                name: churn-renewal-forecast\n          resources:\n            requests:\n              memory: 256Mi\n              cpu: 100m\n            limits:\n              memory: 512Mi\n              cpu: 500m\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":580,"cache_read_input_tokens":17732,"output_tokens":414,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":580},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":414,"cache_read_input_tokens":17732,"cache_creation_input_tokens":580,"cache_creation":{"ephemeral_5m_input_tokens":580,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbB9pqVJmQtwrRqreRtwf","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"e3716576-3afd-4b0d-8c61-214cff463d94","timestamp":"2026-05-19T02:39:18.757Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"e3716576-3afd-4b0d-8c61-214cff463d94","isSidechain":true,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","agentId":"aa336a32ae2d346f3","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018hfDuaA7F934QzZsD8g9cD","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/worker-deployment.yaml (file state is current in your context — no need to Read it back)"}]},"uuid":"7ed3a022-733f-47e5-9e5a-38b8050448c7","timestamp":"2026-05-19T02:39:57.552Z","sourceToolAssistantUUID":"e3716576-3afd-4b0d-8c61-214cff463d94","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"7ed3a022-733f-47e5-9e5a-38b8050448c7","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_01121VWoomLnfrfWK694F4j4","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01EPeXtEX9zL2g6tfjNbqnjT","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/service.yaml","content":"# deploy/kubernetes/base/services/service.yaml\napiVersion: v1\nkind: Service\nmetadata:\n  name: churn-renewal-forecast\n  namespace: churn-renewal-forecast\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\n    app.kubernetes.io/component: web\nspec:\n  type: ClusterIP\n  selector:\n    app.kubernetes.io/name: churn-renewal-forecast\n    app.kubernetes.io/component: web\n  ports:\n    - port: 80\n      targetPort: 3000\n      name: http\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":476,"cache_read_input_tokens":18312,"output_tokens":238,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":476},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":238,"cache_read_input_tokens":18312,"cache_creation_input_tokens":476,"cache_creation":{"ephemeral_5m_input_tokens":476,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbB9szgXtWVr6qEt7i63v","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"49fbed52-6e57-47d8-ab57-06d3d13e024b","timestamp":"2026-05-19T02:40:00.446Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"e0482881-55bc-41c0-b340-37c435c90939","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_01CSeuMdVZiHQsPKRaG2z5ZA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014TGsNGeqfAMHsZWKyXED8j","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/ingress.yaml","content":"# deploy/kubernetes/base/services/ingress.yaml\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n  name: churn-renewal-forecast\n  namespace: churn-renewal-forecast\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\nspec:\n  ingressClassName: nginx\n  tls:\n    - hosts:\n        - churn-forecast.infrastructure.immuta.io\n      secretName: churn-renewal-forecast-tls\n  rules:\n    - host: churn-forecast.infrastructure.immuta.io\n      http:\n        paths:\n          - path: /\n            pathType: Prefix\n            backend:\n              service:\n                name: churn-renewal-forecast\n                port:\n                  name: http\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":298,"cache_read_input_tokens":18788,"output_tokens":291,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":298},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":291,"cache_read_input_tokens":18788,"cache_creation_input_tokens":298,"cache_creation":{"ephemeral_5m_input_tokens":298,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbB9uKCHnY33mRGV3uXEk","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"d6d330dc-7b2d-4524-bc37-b773fd59df89","timestamp":"2026-05-19T02:40:19.133Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"d6d330dc-7b2d-4524-bc37-b773fd59df89","isSidechain":true,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","agentId":"aa336a32ae2d346f3","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014TGsNGeqfAMHsZWKyXED8j","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/ingress.yaml (file state is current in your context — no need to Read it back)"}]},"uuid":"87235078-d05d-4cc6-8d88-1fb587abd7a2","timestamp":"2026-05-19T02:41:30.312Z","sourceToolAssistantUUID":"d6d330dc-7b2d-4524-bc37-b773fd59df89","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"87235078-d05d-4cc6-8d88-1fb587abd7a2","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_014BWgZmJyzJmMxvGUqdA8ia","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01T1VzNkwNVMJvVWcNZzxoqP","name":"Write","input":{"file_path":"/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/kustomization.yaml","content":"# deploy/kubernetes/base/services/kustomization.yaml\napiVersion: kustomize.config.k8s.io/v1beta1\nkind: Kustomization\n\nresources:\n  - web-deployment.yaml\n  - worker-deployment.yaml\n  - service.yaml\n  - ingress.yaml\n"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":352,"cache_read_input_tokens":19086,"output_tokens":172,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":352},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":172,"cache_read_input_tokens":19086,"cache_creation_input_tokens":352,"cache_creation":{"ephemeral_5m_input_tokens":352,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbB9zqJBC6ENW4H6bhnxs","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"0cbed67b-28e1-4877-bff2-823f7fe41310","timestamp":"2026-05-19T02:41:35.157Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"0cbed67b-28e1-4877-bff2-823f7fe41310","isSidechain":true,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","agentId":"aa336a32ae2d346f3","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01T1VzNkwNVMJvVWcNZzxoqP","type":"tool_result","content":"File created successfully at: /Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/kustomization.yaml (file state is current in your context — no need to Read it back)"}]},"uuid":"e7dec452-dfba-41cd-af66-99fa7e7d2393","timestamp":"2026-05-19T02:42:01.228Z","sourceToolAssistantUUID":"0cbed67b-28e1-4877-bff2-823f7fe41310","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"e7dec452-dfba-41cd-af66-99fa7e7d2393","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_01HW93M3b5kV55JQNNxt7iUc","type":"message","role":"assistant","content":[{"type":"text","text":"Now validate with kustomize:"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":234,"cache_read_input_tokens":19438,"cache_creation":{"ephemeral_5m_input_tokens":234,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbBA37TpV2oqT9Xg5t885","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"aeeb51ca-731f-4e81-aa9c-dab4ac3f69b7","timestamp":"2026-05-19T02:42:03.129Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"aeeb51ca-731f-4e81-aa9c-dab4ac3f69b7","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_01HW93M3b5kV55JQNNxt7iUc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01NFRawkJXQcSvjacdDoEZCi","name":"Bash","input":{"command":"kustomize build /Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services","description":"Validate kustomize build for services"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":234,"cache_read_input_tokens":19438,"output_tokens":111,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":234},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":111,"cache_read_input_tokens":19438,"cache_creation_input_tokens":234,"cache_creation":{"ephemeral_5m_input_tokens":234,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBA37TpV2oqT9Xg5t885","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"e0344b2a-a7bd-49d5-90f7-4af477419ec5","timestamp":"2026-05-19T02:42:03.611Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"e0344b2a-a7bd-49d5-90f7-4af477419ec5","isSidechain":true,"promptId":"9d3f56a6-475b-49ef-b796-b5ad9745f90b","agentId":"aa336a32ae2d346f3","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NFRawkJXQcSvjacdDoEZCi","type":"tool_result","content":"apiVersion: v1\nkind: Service\nmetadata:\n  labels:\n    app.kubernetes.io/component: web\n    app.kubernetes.io/name: churn-renewal-forecast\n  name: churn-renewal-forecast\n  namespace: churn-renewal-forecast\nspec:\n  ports:\n  - name: http\n    port: 80\n    targetPort: 3000\n  selector:\n    app.kubernetes.io/component: web\n    app.kubernetes.io/name: churn-renewal-forecast\n  type: ClusterIP\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n  labels:\n    app.kubernetes.io/component: web\n    app.kubernetes.io/name: churn-renewal-forecast\n  name: churn-renewal-forecast-web\n  namespace: churn-renewal-forecast\nspec:\n  replicas: 1\n  selector:\n    matchLabels:\n      app.kubernetes.io/component: web\n      app.kubernetes.io/name: churn-renewal-forecast\n  template:\n    metadata:\n      labels:\n        app.kubernetes.io/component: web\n        app.kubernetes.io/name: churn-renewal-forecast\n    spec:\n      containers:\n      - command:\n        - bun\n        - run\n        - start\n        envFrom:\n        - configMapRef:\n            name: churn-renewal-forecast-config\n        - secretRef:\n            name: churn-renewal-forecast\n        image: registry.ic-ops.net/churn-renewal-forecast:latest\n        livenessProbe:\n          httpGet:\n            path: /api/health/live\n            port: 3000\n          initialDelaySeconds: 15\n          periodSeconds: 20\n        name: web\n        ports:\n        - containerPort: 3000\n          name: http\n        readinessProbe:\n          httpGet:\n            path: /api/health/ready\n            port: 3000\n          initialDelaySeconds: 10\n          periodSeconds: 10\n        resources:\n          limits:\n            cpu: 500m\n            memory: 512Mi\n          requests:\n            cpu: 100m\n            memory: 256Mi\n      serviceAccountName: churn-renewal-forecast\n---\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n  labels:\n    app.kubernetes.io/component: worker\n    app.kubernetes.io/name: churn-renewal-forecast\n  name: churn-renewal-forecast-worker\n  namespace: churn-renewal-forecast\nspec:\n  replicas: 1\n  selector:\n    matchLabels:\n      app.kubernetes.io/component: worker\n      app.kubernetes.io/name: churn-renewal-forecast\n  template:\n    metadata:\n      labels:\n        app.kubernetes.io/component: worker\n        app.kubernetes.io/name: churn-renewal-forecast\n    spec:\n      containers:\n      - command:\n        - bunx\n        - tsx\n        - src/worker/index.ts\n        envFrom:\n        - configMapRef:\n            name: churn-renewal-forecast-config\n        - secretRef:\n            name: churn-renewal-forecast\n        image: registry.ic-ops.net/churn-renewal-forecast:latest\n        name: worker\n        resources:\n          limits:\n            cpu: 500m\n            memory: 512Mi\n          requests:\n            cpu: 100m\n            memory: 256Mi\n      serviceAccountName: churn-renewal-forecast\n---\napiVersion: networking.k8s.io/v1\nkind: Ingress\nmetadata:\n  labels:\n    app.kubernetes.io/name: churn-renewal-forecast\n  name: churn-renewal-forecast\n  namespace: churn-renewal-forecast\nspec:\n  ingressClassName: nginx\n  rules:\n  - host: churn-forecast.infrastructure.immuta.io\n    http:\n      paths:\n      - backend:\n          service:\n            name: churn-renewal-forecast\n            port:\n              name: http\n        path: /\n        pathType: Prefix\n  tls:\n  - hosts:\n    - churn-forecast.infrastructure.immuta.io\n    secretName: churn-renewal-forecast-tls","is_error":false}]},"uuid":"77df1dda-aa5c-434c-b25f-bbb13a95288e","timestamp":"2026-05-19T02:43:43.464Z","sourceToolAssistantUUID":"e0344b2a-a7bd-49d5-90f7-4af477419ec5","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
{"parentUuid":"77df1dda-aa5c-434c-b25f-bbb13a95288e","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_01HJJQtuG4iTmnidZCpt5CLX","type":"message","role":"assistant","content":[{"type":"text","text":"Clean build. Now commit:"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1148,"cache_read_input_tokens":19672,"cache_creation":{"ephemeral_5m_input_tokens":1148,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011CbBAAeeFG9xXz91xsULxB","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"6ca98257-64d8-4a9b-8ef9-c3b8cdd9e14c","timestamp":"2026-05-19T02:43:45.415Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}
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{"parentUuid":"186e5ae8-0ad3-4a4d-ba02-1ede61394a9a","isSidechain":true,"agentId":"aa336a32ae2d346f3","message":{"model":"claude-sonnet-4-6","id":"msg_01SuhjPKXJd816zLtSg2tZFY","type":"message","role":"assistant","content":[{"type":"text","text":"**Status:** DONE\n\n**Files created:**\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/web-deployment.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/worker-deployment.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/service.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/ingress.yaml`\n- `/Users/steve.briggs/projects/churn-renewal-forecast/deploy/kubernetes/base/services/kustomization.yaml`\n\n**Validation result:** `kustomize build deploy/kubernetes/base/services` produced clean YAML output with exactly two Deployments (web + worker), one ClusterIP Service, and one Ingress. No errors."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":339,"cache_read_input_tokens":20820,"output_tokens":225,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":339},"inference_geo":"","iterations":[{"input_tokens":1,"output_tokens":225,"cache_read_input_tokens":20820,"cache_creation_input_tokens":339,"cache_creation":{"ephemeral_5m_input_tokens":339,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011CbBABgY8WArdmncBMsDk9","attributionAgent":"general-purpose","attributionSkill":"superpowers:subagent-driven-development","attributionPlugin":"superpowers","type":"assistant","uuid":"cb2e909a-cd11-4d36-ad03-eb1e4fed35a9","timestamp":"2026-05-19T02:44:01.590Z","userType":"external","entrypoint":"cli","cwd":"/Users/steve.briggs/projects/churn-renewal-forecast","sessionId":"3adb6871-4276-49e4-98b5-9ce8360ffc2a","version":"2.1.140","gitBranch":"main"}