{
  "id": "workflow:developer-productivity-index-review",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-cross-domain.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Developer Productivity Index Review",
    "workflowKind": "governance",
    "triggerType": "scheduled",
    "typicalCadence": "quarterly",
    "complexity": "cross-team",
    "description": "Reviews developer productivity metrics across the engineering\norganization -- analyzing DORA metrics (deployment frequency, lead\ntime, change failure rate, MTTR) by team and service, evaluating\ndeveloper experience survey results covering toolchain satisfaction,\ncognitive load, and flow-state frequency, reviewing build and CI\npipeline wait times and flakiness rates, assessing internal developer\nplatform adoption and self-service success rates, measuring code\nreview cycle time and feedback quality indicators, evaluating\nobservability tool usage patterns and mean-time-to-debug trends, and\nbenchmarking productivity metrics against industry cohorts. Produces\ndeveloper productivity index report, toolchain friction analysis, and\nimprovement initiative recommendations. Excludes tooling\nimplementation.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "role:engineering-manager",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "role:platform-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "role:staff-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "skill-area:sli-slo-management",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "domain:platform-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "domain:devops",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "domain:observability",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "domain:web-development",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "responsibility:dx-tooling-maintenance",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "responsibility:retro-facilitation",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "responsibility:cost-optimization",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "org-unit:engineering-productivity",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "org-unit:platform-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "org-unit:engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "tool:deepseek",
      "to": "workflow:developer-productivity-index-review",
      "kind": "supports_work",
      "attributes": {
        "confidence": "low",
        "evidence": "Coding-agent performance can inform developer productivity review when measured carefully."
      }
    }
  ]
}