{
  "id": "workflow:test-automation-pipeline",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-quality-frontend.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Test Automation Pipeline",
    "workflowKind": "development",
    "triggerType": "continuous",
    "typicalCadence": "continuous",
    "complexity": "single-team",
    "description": "Maintains and evolves the CI test automation infrastructure — test runners,\nparallelization, result reporting, and test environment provisioning.\nExcludes writing individual test cases.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:test-automation-pipeline",
      "to": "role:test-writer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "role:platform-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "skill-area:react-testing",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "domain:devops",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "domain:web-development",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "responsibility:triage-incoming-issues",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "org-unit:quality-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "org-unit:engineering-productivity",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "org-unit:internal-tools",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "role:test-writer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "role:platform-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "skill-area:react-testing",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "domain:devops",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "domain:web-development",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "responsibility:triage-incoming-issues",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "org-unit:quality-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:test-automation-pipeline",
      "to": "org-unit:engineering-productivity",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:e2e-testing-platform",
      "to": "workflow:test-automation-pipeline",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:api-mocking-simulation",
      "to": "workflow:test-automation-pipeline",
      "kind": "follows_workflow"
    },
    {
      "from": "tool:browserbase",
      "to": "workflow:test-automation-pipeline",
      "kind": "supports_work",
      "attributes": {
        "confidence": "high",
        "evidence": "Cloud browser sessions project browser-test execution into agent workflows."
      }
    },
    {
      "from": "tool:browserless",
      "to": "workflow:test-automation-pipeline",
      "kind": "supports_work",
      "attributes": {
        "confidence": "high",
        "evidence": "Hosted browser execution supports automated web test and audit projections."
      }
    },
    {
      "from": "tool-server:mcp-github",
      "to": "workflow:test-automation-pipeline",
      "kind": "supports_work",
      "attributes": {
        "confidence": "medium",
        "evidence": "Repository checks and CI statuses project test automation outcomes."
      }
    },
    {
      "from": "tool-server:mcp-e2b",
      "to": "workflow:test-automation-pipeline",
      "kind": "supports_work",
      "attributes": {
        "confidence": "high",
        "evidence": "E2B provides isolated code execution for agent-driven validation loops."
      }
    },
    {
      "from": "tool-server:mcp-browserbase",
      "to": "workflow:test-automation-pipeline",
      "kind": "supports_work",
      "attributes": {
        "confidence": "high",
        "evidence": "Browser automation sessions support test pipeline execution and evidence capture."
      }
    },
    {
      "from": "tool-server:mcp-browserless",
      "to": "workflow:test-automation-pipeline",
      "kind": "supports_work",
      "attributes": {
        "confidence": "high",
        "evidence": "Hosted browser runs can project browser test results into automated pipelines."
      }
    }
  ]
}