{
  "id": "topic:agent-dispatch-as-ci",
  "_kind": "Topic",
  "_file": "domain/products/krate.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Agent Dispatch as CI",
    "description": "The design pattern of running AI coding agents through the same\ninfrastructure used for CI/CD pipelines. Agent dispatch runs are\nmodeled as pipeline jobs — they have triggers (PR comment, manual\ndispatch, schedule), resource limits, timeout policies, and\npermission scopes. The agent's workspace is a container with the\nrepository checked out, and the agent session streams output back\nthrough the same log aggregation used for build pipelines. This\nunifies the operational model: monitoring, cost tracking, RBAC,\nand audit logging work identically for human CI and agent CI.\n"
  },
  "outgoingEdges": [
    {
      "from": "topic:agent-dispatch-as-ci",
      "to": "domain:platform-engineering",
      "kind": "applies_to"
    },
    {
      "from": "topic:agent-dispatch-as-ci",
      "to": "domain:devops",
      "kind": "applies_to"
    },
    {
      "from": "topic:agent-dispatch-as-ci",
      "to": "domain:software-engineering",
      "kind": "applies_to"
    }
  ],
  "incomingEdges": [
    {
      "from": "interaction-primitive:krate-agent-dispatch",
      "to": "topic:agent-dispatch-as-ci",
      "kind": "integrates_with",
      "attributes": {}
    },
    {
      "from": "domain:devops",
      "to": "topic:agent-dispatch-as-ci",
      "kind": "contains",
      "attributes": {
        "notes": "Agent dispatch runs as CI/CD pipeline jobs"
      }
    }
  ]
}