{
  "id": "lib-process:devops-sre-platform--gcp-systems-cost-reduction",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "gcp-systems-cost-reduction",
    "description": "End-to-end GCP cost-reduction. All tasks are `kind: 'agent'`;\n             agents run `gcloud`/`bq`/`jq` via Bash and own their scratch\n             dirs under `tasks/<effectId>/artifacts/`. NO inter-task\n             filesystem contract — data flows as JSON results + explicit\n             artifact paths. The single user-controlled path is\n             `inputs.outputDir`, where the final report lands.\nTiers: 1 cosmetic (dangling DNS, missing labels) / 2 rightsize (GCE\nmachine-type, pd-ssd->pd-balanced, GCS Standard->Nearline->Coldline->\nArchive, HA Cloud SQL->zonal in dev) / 3 CUDs 1y/3y IRREVERSIBLE / 4\ndecommission with backup (orphan static IPs $7.30/mo, unattached PDs,\nsnapshots of deleted VMs, TERMINATED GCE with attached disks billing,\nidle Cloud SQL) / 5 cluster (shrink GKE node pool, delete dev cluster,\nAutopilot switch, Cloud Run min-instances=0).\nGCP waste patterns: orphan reserved static IPs (huge sleeper), unattached\nPDs, snapshots of deleted VMs, TERMINATED GCE with attached disks, GCS\nStandard on cold objects, Cloud SQL HA in dev (2x cost), GKE node pool\nmin>0 in dev, Pub/Sub subs with no subscribers (msgs accumulate, billed).",
    "libraryPath": "library/specializations/devops-sre-platform/gcp-systems-cost-reduction.js",
    "specialization": "devops-sre-platform",
    "usesAgents": [
      "general-purpose"
    ]
  },
  "outgoingEdges": [
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      "to": "skill-area:capacity-planning-ops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
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      "from": "lib-process:devops-sre-platform--gcp-systems-cost-reduction",
      "to": "topic:platform-engineering-practices",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--gcp-systems-cost-reduction",
      "to": "domain:devops",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
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    },
    {
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      "attributes": {
        "weight": 1
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    },
    {
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      "attributes": {
        "weight": 0.7
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    },
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      "to": "workflow:capacity-planning",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
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      "to": "specialization:devops-sre-platform",
      "kind": "lib_belongs_to_specialization",
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}