{
  "action_type": "k8s.patch_resources",
  "algorithm_id": "prometheus-headroom-v1",
  "algorithm_version": "1",
  "confidence": "low",
  "current": {
    "request": 536870912
  },
  "evidence_refs": [
    "evidence:v1:359679f3c56b3e269c83f4efd28e13034080907327a31a12150a0c2871462f2a"
  ],
  "evidence_snapshot": [
    {
      "schema_version": 1,
      "id": "evidence:v1:359679f3c56b3e269c83f4efd28e13034080907327a31a12150a0c2871462f2a",
      "resource_id": "resource:v1:kubernetes:example-cluster:local:kubernetes.deployment:payments%2Fcheckout-api",
      "plugin_id": "prometheus-metrics",
      "signal": "memory_working_set_bytes_p95",
      "query": "quantile_over_time(0.95, container_memory_working_set_bytes{namespace=\"payments\",pod=~\"checkout-api-.+\"}[24h])",
      "kind": "aggregated",
      "aggregation": "p95",
      "unit": "bytes",
      "original_unit": "bytes",
      "scale": 1,
      "value": 268435456,
      "sample_count": 1440,
      "window_start": "2026-11-02T12:00:00Z",
      "window_end": "2026-11-03T12:00:00Z",
      "collected_at": "2026-11-03T12:00:00Z",
      "fresh_until": "2026-11-03T12:02:00Z",
      "quality": "valid"
    }
  ],
  "plugin_id": "kubernetes-action",
  "proposed": {
    "request": 402653184
  },
  "resource_id": "resource:v1:kubernetes:example-cluster:local:kubernetes.deployment:payments%2Fcheckout-api",
  "risk": "low",
  "savings_estimate": {
    "classification": "estimated",
    "amount_monthly": 0,
    "source": "No cost estimate supplied",
    "calculated_at": "0001-01-01T00:00:00Z"
  },
  "summary": "Illustrative proposal; requires real preflight and baseline evidence before execution.",
  "title": "Review checkout-api memory request"
}