{
  "schema": "fable.research_map.receipt.v1",
  "createdAt": "2026-07-01T22:22:59.132Z",
  "taskLabel": "kramer-ai-quality-interview",
  "task": "Map David Kramer/Sentry interview notes on AI coding into Fable engineering constraints",
  "constraints": [
    "external transcript/link is advisory until locally verified",
    "quality/security/liability beat raw code volume",
    "LLMs help search/summarization/prototyping but do not replace verification",
    "agents draft, receipts prove, humans approve, guarded 8099/deploy ships",
    "8098/deploy-webhook remains legacy/internal/stale for fable-agent trust",
    "do not claim 100x or perfect code generation without receipts",
    "live receipt > committed receipt > memory summary",
    "memory is advisory only and cannot authorize deploys or overwrite receipts",
    "AI quality patterns from the Kramer/Sentry summary become bounded receipts/tests, not dashboards or new packages"
  ],
  "existingPrimitives": [
    "research-map-receipt",
    "uast-runtime-receipt",
    "falsification-receipt",
    "stale-memory-quarantine",
    "agent-run-trace",
    "factory-gate"
  ],
  "recommendedPlan": [
    {
      "name": "Capture grounded AI-coding posture",
      "goal": "Encode the interview lesson as bounded research: AI can accelerate work, but production code still needs small patches, tests, review, and liability-aware release gates.",
      "acceptanceCriteria": [
        "receipt records advisory source status",
        "receipt rejects 100x/code-volume claims as deploy authority",
        "receipt preserves no-deploy policy"
      ],
      "verification": [
        "cat docs/receipts/kramer-ai-quality-research-map-20260701.json",
        "node dist/index.js security scan ."
      ]
    },
    {
      "name": "Apply lesson to UAST work",
      "goal": "Keep modifications surgical through receipts/tests and one-language slices instead of a universal writer/runtime.",
      "acceptanceCriteria": [
        "no universal syntax guarantee is claimed",
        "UAST remains receipt-bounded until parser/serializer receipts exist",
        "patches require native checks before commit"
      ],
      "verification": [
        "npm run -s test -- src/fable5/uast-runtime-receipt.test.ts",
        "npm run -s build"
      ]
    }
  ],
  "skipped": [
    "dashboard",
    "deploy changes",
    "vendor tools",
    "new model architecture",
    "100x productivity claim",
    "autonomous production patching",
    "MCP replacing CLI authority",
    "dashboards",
    "new packages"
  ],
  "decision": "ready",
  "reasons": [],
  "deployAttempted": false
}