{
  "schema": "fable.research_map.receipt.v1",
  "createdAt": "2026-07-02T00:00:00.000Z",
  "taskLabel": "agentic-ai-hitchhiker-research-map",
  "task": "Map arXiv:2606.24937v1 into Fable's receipt-first agentic AI posture",
  "source": {
    "url": "https://arxiv.org/abs/2606.24937",
    "pdfUrl": "https://arxiv.org/pdf/2606.24937",
    "arxivId": "2606.24937",
    "title": "The Hitchhiker's Guide to Agentic AI: From Foundations to Systems",
    "authors": ["Haggai Roitman"],
    "submitted": "2026-06-22",
    "subjects": ["cs.AI", "cs.CL", "cs.IR", "cs.LG"],
    "verifiedFrom": "arXiv abstract page metadata fetched during session"
  },
  "constraints": [
    "external arXiv paper claims are advisory until locally reproduced or mapped into committed Fable receipts",
    "agentic AI production/deployment discussion does not authorize Fable deploys",
    "live receipt > committed receipt > memory",
    "8099/deploy via git-proxy is the canonical signed/gated deploy route only",
    "8098/deploy-webhook remains legacy/internal/stale for fable-agent trust",
    "auto_patch_proven=false for fable-agent unless a fresh local degraded-skill recovery receipt proves otherwise",
    "no deploy, external code execution, vendoring, dashboards, or new packages are included in this map"
  ],
  "patterns": [
    {
      "name": "full-stack agentic systems map",
      "adaptation": "Use as an advisory checklist for Fable's layers: model substrate, reasoning/alignment, RAG/memory, harness, tool use, multi-agent coordination, evaluation, and production gates."
    },
    {
      "name": "agent harness and context management",
      "adaptation": "Map only into local receipts/tests before claiming Fable capability. Agents draft; receipts prove; humans approve guarded deploy."
    },
    {
      "name": "agent evaluation methodology",
      "adaptation": "Prefer denominator-rich eval receipts with attempted, confirmed, blocked, and unknown outcomes over model-written verification claims."
    },
    {
      "name": "MCP/A2A/tool coordination",
      "adaptation": "Treat protocols as integration surfaces, not authority surfaces; CLI and receipts remain the trust boundary."
    }
  ],
  "blocked": [
    "treating the paper as Fable-verified production proof",
    "using paper deployment sections as deploy authorization",
    "reviving stale 8098/deploy-webhook or memory-only deploy authority",
    "claiming auto-patch/self-improvement is proven for fable-agent from memory or external paper text",
    "vendoring code or examples without separate local review"
  ],
  "recommendedPlan": [
    {
      "name": "Agentic system layer checklist receipt",
      "goal": "Create a local checklist mapping Fable's actual receipts to each agentic-system layer before claiming coverage.",
      "acceptanceCriteria": [
        "each claimed layer cites a committed or live Fable receipt",
        "missing layers are marked unverified rather than inferred from the paper",
        "deploy sections cite only 8099 signed/gated route receipts"
      ]
    }
  ],
  "decision": "advisory",
  "deployAttempted": false
}