{
  "id": "topic:human-in-the-loop",
  "_kind": "Topic",
  "_file": "domain/topics/topics-dispatch.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Human-in-the-Loop",
    "description": "Human-in-the-Loop as a cross-cutting topic - design patterns for\nincorporating human judgment at critical decision points in automated\nagent workflows. Covers breakpoint placement strategy, approval gate\nUI/UX, breakpoint routing to domain experts, retry-on-rejection loops\nwith feedback incorporation, escalation paths for unresolved approvals,\nand the spectrum from fully-automated (yolo) to maximally-supervised\nagent execution modes.\n"
  },
  "outgoingEdges": [
    {
      "from": "topic:human-in-the-loop",
      "to": "domain:software-engineering",
      "kind": "applies_to"
    }
  ],
  "incomingEdges": [
    {
      "from": "orch-primitive:approval-gate",
      "to": "topic:human-in-the-loop",
      "kind": "orch_applies_to",
      "attributes": {}
    },
    {
      "from": "orch-primitive:notification",
      "to": "topic:human-in-the-loop",
      "kind": "orch_applies_to",
      "attributes": {}
    },
    {
      "from": "orch-primitive:human-review-gate",
      "to": "topic:human-in-the-loop",
      "kind": "orch_applies_to",
      "attributes": {}
    },
    {
      "from": "domain:ml-ai",
      "to": "topic:human-in-the-loop",
      "kind": "contains",
      "attributes": {}
    },
    {
      "from": "topic:krate-agent-tool-profile",
      "to": "topic:human-in-the-loop",
      "kind": "applies_to"
    },
    {
      "from": "topic:krate-agent-approval",
      "to": "topic:human-in-the-loop",
      "kind": "applies_to"
    }
  ]
}