{
  "id": "topic:ci-observability",
  "_kind": "Topic",
  "_file": "domain/topics/topics-cicd.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "CI Observability",
    "description": "CI Observability as a cross-cutting topic - measuring and improving the health\nand performance of CI/CD systems themselves. Covers pipeline duration metrics\nand trend tracking, flaky-test detection and quarantine workflows, failure-rate\ndashboards, queue-time analysis for runner capacity planning, DORA metrics\n(deployment frequency, lead time, MTTR, change failure rate), and OpenTelemetry\ntrace export from pipeline steps for distributed tracing of build workflows.\n"
  },
  "outgoingEdges": [
    {
      "from": "topic:ci-observability",
      "to": "domain:devops",
      "kind": "applies_to"
    },
    {
      "from": "topic:ci-observability",
      "to": "domain:software-engineering",
      "kind": "applies_to"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:devops",
      "to": "topic:ci-observability",
      "kind": "contains"
    },
    {
      "from": "domain:software-engineering",
      "to": "topic:ci-observability",
      "kind": "contains"
    }
  ]
}