{
  "id": "stack-profile:runbook-automation",
  "_kind": "StackProfile",
  "_file": "domain/stack-profiles/deep-stacks-6.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Runbook Automation (Python, Ansible, PostgreSQL, Redis, FastAPI, Docker)",
    "description": "A self-service runbook automation platform that codifies operational\nprocedures into executable workflows accessible through a web interface.\nFastAPI serves the runbook catalog and execution API with role-based\naccess control and approval gates for sensitive operations. Ansible\nplaybooks encode the actual infrastructure actions — server restarts,\ncertificate rotations, database failovers — with idempotent execution\nguarantees. PostgreSQL stores runbook definitions, execution history,\nand approval audit trails. Redis manages job queues, execution locks\nto prevent concurrent conflicting operations, and real-time status\nstreaming. Docker containers isolate Ansible execution environments\nwith pinned dependency versions. The tradeoff is maintaining runbook\naccuracy as infrastructure evolves and the risk of automated actions\nin degraded system states.\n",
    "composes": [
      "language:python",
      "tool:ansible",
      "tool:psql",
      "library:redis",
      "framework:fastapi",
      "tool:docker",
      "library:uvicorn",
      "library:pydantic"
    ]
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}