{
  "id": "lib-process:qa-testing-automation--flakiness-elimination",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "flakiness-elimination",
    "description": "Test Flakiness Elimination - Systematically identify, analyze, and eliminate flaky tests to improve\ntest reliability and build confidence in the test suite through root cause analysis, stabilization techniques,\nand continuous monitoring.",
    "libraryPath": "library/specializations/qa-testing-automation/flakiness-elimination.js",
    "specialization": "qa-testing-automation",
    "references": [
      "- Google Testing Blog - Flaky Tests: https://testing.googleblog.com/2016/05/flaky-tests-at-google-and-how-we.html\n- Martin Fowler - Eradicating Non-Determinism: https://martinfowler.com/articles/nonDeterminism.html\n- Microsoft - Analyzing Flaky Tests: https://www.microsoft.com/en-us/research/publication/empirically-revisiting-analyzing-flaky-tests/\n- Playwright - Best Practices: https://playwright.dev/docs/best-practices\n- TestProject - Flaky Tests Guide: https://blog.testproject.io/2020/06/23/how-to-handle-flaky-tests/\n- Cypress - Flakiness Guide: https://docs.cypress.io/guides/references/best-practices#Flake-Resistant-Tests"
    ],
    "example": "const result = await orchestrate('specializations/qa-testing-automation/flakiness-elimination', {\n  testSuite: './tests/e2e',\n  executionHistory: [\n    { testId: 'test-1', runs: 100, failures: 15, passRate: 85 },\n    { testId: 'test-2', runs: 100, failures: 3, passRate: 97 }\n  ],\n  cicdPlatform: 'github-actions',\n  testFramework: 'playwright',\n  targetFlakiness: 2,\n  quarantineEnabled: true\n});",
    "usesAgents": [
      "e2e-automation-expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:qa-testing-automation--flakiness-elimination",
      "to": "skill-area:e2e-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:qa-testing-automation--flakiness-elimination",
      "to": "skill-area:regression-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:qa-testing-automation--flakiness-elimination",
      "to": "topic:test-driven-development",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:qa-testing-automation--flakiness-elimination",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:qa-testing-automation--flakiness-elimination",
      "to": "role:qa-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:qa-testing-automation--flakiness-elimination",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:qa-testing-automation--flakiness-elimination",
      "to": "specialization:qa-testing-automation",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:qa-testing-automation--flakiness-elimination",
      "to": "lib-agent:qa-testing-automation--e2e-automation-expert",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}