{
  "id": "workflow:ai-pair-programming-governance",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-ai-era.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "AI Pair-Programming Governance",
    "workflowKind": "governance",
    "triggerType": "scheduled",
    "typicalCadence": "monthly",
    "complexity": "cross-team",
    "description": "Evaluates the organisational posture around AI-assisted coding — reviewing\nwhich copilot tools are approved, auditing suggestion-acceptance rates vs\ndefect introduction, verifying prompt-injection guardrails, checking that\ngenerated code passes the same review gates as human code, and ensuring\nintellectual-property attribution policies are followed. Produces a\ngovernance compliance scorecard and policy-gap remediation list. Excludes\ntool procurement negotiation.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "role:ai-champion",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "role:engineering-manager",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "role:security-reviewer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "skill-area:prompt-engineering",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "skill-area:eval-driven-development",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "domain:software-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "domain:ml-ops",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "domain:security",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "responsibility:ai-agent-usage-review",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "responsibility:ai-safety-guardrails",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "org-unit:ai-enablement",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:ai-pair-programming-governance",
      "to": "org-unit:engineering-productivity",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:coding-agent-platform",
      "to": "workflow:ai-pair-programming-governance",
      "kind": "follows_workflow"
    }
  ]
}