Run a5345ad4-9029-4f64-a484-c4dd303e36b8

Raw output

{"type":"result","subtype":"success","is_error":false,"api_error_status":null,"duration_ms":91714,"duration_api_ms":90300,"ttft_ms":3479,"ttft_stream_ms":3478,"time_to_request_ms":34,"num_turns":16,"result":"{\n  \"current_state_summary\": \"Cerebro is feature-complete across all three components: a FastAPI backend (services + routers for dashboard, tasks, analysis, projects, gitlab, releases, secrets, and self-monitoring health/version endpoints), a display-only Next.js frontend with component + e2e (Playwright) tests, and a Bun CLI with analyze/register/cron-tick commands and a full test suite. CI is wired entirely through the generic misc/pipelines service-pipeline (lint/test/security/build/deploy/smoke/tag), cron wrappers exist, and the Jarvis production deploy pipeline task (2F3946) was completed and closed.\",\n  \"gap_analysis\": \"The code, tests, and pipeline config are essentially done. What remains is operational hardening and proof-of-production: executing and verifying the first real Jarvis deploy end-to-end (build→push→deploy→smoke), confirming the per-device cron is installed and ticking on actual devices, validating self-monitoring/alerting on failures (currently health/version endpoints exist but no evidence of alerting on stale runs or failed analyses), and a final docs/secrets readiness pass. These are verification and last-mile items rather than missing features.\",\n  \"completion_percent\": 88,\n  \"estimated_hours_remaining\": 14,\n  \"confidence\": \"medium\",\n  \"tasks_to_mark_complete\": [],\n  \"proposed_tasks\": [\n    {\n      \"title\": \"Execute and verify first production deploy to Jarvis\",\n      \"description\": \"Run the production pipeline end-to-end through the misc/pipelines service-pipeline and confirm the running stack on Jarvis: images built/pushed to docker.turnersrus.com, migrate job applies the baseline, backend/frontend healthy, secret files materialized from Infisical, and smoke tests green.\",\n      \"estimated_minutes\": 240,\n      \"subtasks\": [\n        { \"title\": \"Trigger production pipeline and watch build/deploy jobs to green\", \"estimated_minutes\": 60 },\n        { \"title\": \"Verify Infisical bootstrap secrets + POSTGRES_PASSWORD file on Jarvis\", \"estimated_minutes\": 45 },\n        { \"title\": \"Confirm /health/system, /version, and DB migration state in prod\", \"estimated_minutes\": 45 },\n        { \"title\": \"Run smoke tests against deployed instance and fix any deploy-only failures\", \"estimated_minutes\": 90 }\n      ]\n    },\n    {\n      \"title\": \"Install and validate per-device cron analysis\",\n      \"description\": \"Install the cerebro-cron.sh wrapper / cron-tick on each target device, confirm self-update and analysis runs post a real gap-analysis result back to the API, and verify scheduling/locking behavior across devices.\",\n      \"estimated_minutes\": 180,\n      \"subtasks\": [\n        { \"title\": \"Install cron entry + binary on each device, verify self-update path\", \"estimated_minutes\": 60 },\n        { \"title\": \"Confirm a live cron-tick produces a stored analysis run via the API\", \"estimated_minutes\": 60 },\n        { \"title\": \"Validate multi-device behavior (no duplicate/overlapping runs)\", \"estimated_minutes\": 60 }\n      ]\n    },\n    {\n      \"title\": \"Self-monitoring: alert on stale/failed analyses\",\n      \"description\": \"Ensure the system is self-monitoring beyond liveness — surface stale projects (no recent run), failed cron-ticks, and backend errors, with a notification path (e.g. Slack webhook already used in pipeline).\",\n      \"estimated_minutes\": 180,\n      \"subtasks\": [\n        { \"title\": \"Define staleness/failure thresholds in monitoring service\", \"estimated_minutes\": 45 },\n        { \"title\": \"Wire alert notification (Slack/webhook) for stale or failed runs\", \"estimated_minutes\": 75 },\n        { \"title\": \"Add tests covering alert trigger conditions\", \"estimated_minutes\": 60 }\n      ]\n    },\n    {\n      \"title\": \"Production readiness verification pass\",\n      \"description\": \"Final pass confirming full test suite + coverage >=80%, docker hardening audit, secrets/docs accuracy, and rollback behavior on smoke failure.\",\n      \"estimated_minutes\": 180,\n      \"subtasks\": [\n        { \"title\": \"Run make test across all components and confirm >=80% coverage\", \"estimated_minutes\": 45 },\n        { \"title\": \"Docker hardening + image audit (read_only, caps, non-root, healthchecks)\", \"estimated_minutes\": 60 },\n        { \"title\": \"Verify auto-rollback triggers on a forced smoke failure\", \"estimated_minutes\": 45 },\n        { \"title\": \"Reconcile installation/secrets/auth docs with deployed reality\", \"estimated_minutes\": 30 }\n      ]\n    }\n  ]\n}","stop_reason":"end_turn","session_id":"40f5497e-6cd2-4ddf-b8b3-759f297520dd","total_cost_usd":0.803678,"usage":{"input_tokens":9651,"cache_creation_input_tokens":38933,"cache_read_input_tokens":488586,"output_tokens":4872,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":38933,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":2,"output_tokens":1898,"cache_read_input_tokens":54422,"cache_creation_input_tokens":132,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":132},"type":"message"}],"speed":"standard"},"modelUsage":{"claude-opus-4-8":{"inputTokens":9651,"outputTokens":4872,"cacheReadInputTokens":488586,"cacheCreationInputTokens":38933,"webSearchRequests":0,"costUSD":0.803678,"contextWindow":1000000,"maxOutputTokens":64000}},"permission_denials":[{"tool_name":"Bash","tool_use_id":"toolu_01Q5VmkJzP4gNvpXSJixNzRs","tool_input":{"command":"cd /home/eric/projects/misc/cerebro\necho \"=== backend tree ===\"; find backend -type f -name '*.py' | grep -v __pycache__ | head -100\necho \"=== backend dirs ===\"; ls backend\necho \"=== frontend ===\"; find frontend/src frontend/app 2>/dev/null -type f | head -60; ls frontend\necho \"=== cli ===\"; find cli -type f -name '*.ts' | grep -v node_modules | head -40\necho \"=== cron ===\"; ls -la cron scripts\necho \"=== docs ===\"; find docs -type f | head -40","description":"Survey component trees"}},{"tool_name":"Bash","tool_use_id":"toolu_017K3SaAHDw3Cj9EJYMB1onu","tool_input":{"command":"cd /home/eric/projects/misc/cerebro; ls backend; echo \"---FRONTEND---\"; find frontend/src frontend/app frontend/components 2>/dev/null -type f | head -60; ls frontend; echo \"---CLI---\"; find cli -type f -name '*.ts' | grep -v node_modules | head -40; echo \"---CRON/SCRIPTS---\"; ls -la cron scripts","description":"other component trees"}},{"tool_name":"Bash","tool_use_id":"toolu_01Fmdt5AeV5RMpAAFuSiBaYZ","tool_input":{"command":"cd /home/eric/projects/misc/cerebro; echo \"=LOG=\"; git log --oneline -30; echo \"=TODO=\"; grep -rn \"TODO\\|FIXME\\|XXX\" backend/src cli/src frontend/src 2>/dev/null | head -20","description":"git log and todos"}},{"tool_name":"Bash","tool_use_id":"toolu_01NvHeWv1XheNizQqGwjmZei","tool_input":{"command":"cd /home/eric/projects/misc/cerebro; grep -E '^[a-z].*:' Makefile | head -40; echo \"=49A08B=\"; ls .worktrees/49A08B 2>/dev/null; git -C .worktrees/49A08B log --oneline -3 2>/dev/null; echo \"=branch=\"; git branch -a | head","description":"makefile targets and worktree"}},{"tool_name":"Bash","tool_use_id":"toolu_01MVX8MGmAkqxEUXkuojvbJv","tool_input":{"command":"git -C .worktrees/49A08B log --oneline -3 2>/dev/null; echo \"---\"; git -C .worktrees/49A08B status -s 2>/dev/null | head","description":"worktree state"}},{"tool_name":"Bash","tool_use_id":"toolu_01MJDqnF2LLHb7ZMoov9zgF6","tool_input":{"command":"git -C /home/eric/projects/misc/cerebro/.worktrees/49A08B log --oneline -3 2>/dev/null","description":"worktree log"}}],"terminal_reason":"completed","fast_mode_state":"off","uuid":"0f0e6e49-c4e2-44be-a2d0-efcdefb6abc1"}

Parsed result

{
  "confidence": "medium",
  "gap_analysis": "The code, tests, and pipeline config are essentially done. What remains is operational hardening and proof-of-production: executing and verifying the first real Jarvis deploy end-to-end (build→push→deploy→smoke), confirming the per-device cron is installed and ticking on actual devices, validating self-monitoring/alerting on failures (currently health/version endpoints exist but no evidence of alerting on stale runs or failed analyses), and a final docs/secrets readiness pass. These are verification and last-mile items rather than missing features.",
  "proposed_tasks": [
    {
      "title": "Execute and verify first production deploy to Jarvis",
      "subtasks": [
        {
          "title": "Trigger production pipeline and watch build/deploy jobs to green",
          "estimated_minutes": 60
        },
        {
          "title": "Verify Infisical bootstrap secrets + POSTGRES_PASSWORD file on Jarvis",
          "estimated_minutes": 45
        },
        {
          "title": "Confirm /health/system, /version, and DB migration state in prod",
          "estimated_minutes": 45
        },
        {
          "title": "Run smoke tests against deployed instance and fix any deploy-only failures",
          "estimated_minutes": 90
        }
      ],
      "description": "Run the production pipeline end-to-end through the misc/pipelines service-pipeline and confirm the running stack on Jarvis: images built/pushed to docker.turnersrus.com, migrate job applies the baseline, backend/frontend healthy, secret files materialized from Infisical, and smoke tests green.",
      "estimated_minutes": 240
    },
    {
      "title": "Install and validate per-device cron analysis",
      "subtasks": [
        {
          "title": "Install cron entry + binary on each device, verify self-update path",
          "estimated_minutes": 60
        },
        {
          "title": "Confirm a live cron-tick produces a stored analysis run via the API",
          "estimated_minutes": 60
        },
        {
          "title": "Validate multi-device behavior (no duplicate/overlapping runs)",
          "estimated_minutes": 60
        }
      ],
      "description": "Install the cerebro-cron.sh wrapper / cron-tick on each target device, confirm self-update and analysis runs post a real gap-analysis result back to the API, and verify scheduling/locking behavior across devices.",
      "estimated_minutes": 180
    },
    {
      "title": "Self-monitoring: alert on stale/failed analyses",
      "subtasks": [
        {
          "title": "Define staleness/failure thresholds in monitoring service",
          "estimated_minutes": 45
        },
        {
          "title": "Wire alert notification (Slack/webhook) for stale or failed runs",
          "estimated_minutes": 75
        },
        {
          "title": "Add tests covering alert trigger conditions",
          "estimated_minutes": 60
        }
      ],
      "description": "Ensure the system is self-monitoring beyond liveness — surface stale projects (no recent run), failed cron-ticks, and backend errors, with a notification path (e.g. Slack webhook already used in pipeline).",
      "estimated_minutes": 180
    },
    {
      "title": "Production readiness verification pass",
      "subtasks": [
        {
          "title": "Run make test across all components and confirm >=80% coverage",
          "estimated_minutes": 45
        },
        {
          "title": "Docker hardening + image audit (read_only, caps, non-root, healthchecks)",
          "estimated_minutes": 60
        },
        {
          "title": "Verify auto-rollback triggers on a forced smoke failure",
          "estimated_minutes": 45
        },
        {
          "title": "Reconcile installation/secrets/auth docs with deployed reality",
          "estimated_minutes": 30
        }
      ],
      "description": "Final pass confirming full test suite + coverage >=80%, docker hardening audit, secrets/docs accuracy, and rollback behavior on smoke failure.",
      "estimated_minutes": 180
    }
  ],
  "completion_percent": 88,
  "current_state_summary": "Cerebro is feature-complete across all three components: a FastAPI backend (services + routers for dashboard, tasks, analysis, projects, gitlab, releases, secrets, and self-monitoring health/version endpoints), a display-only Next.js frontend with component + e2e (Playwright) tests, and a Bun CLI with analyze/register/cron-tick commands and a full test suite. CI is wired entirely through the generic misc/pipelines service-pipeline (lint/test/security/build/deploy/smoke/tag), cron wrappers exist, and the Jarvis production deploy pipeline task (2F3946) was completed and closed.",
  "tasks_to_mark_complete": [],
  "estimated_hours_remaining": 14
}