WFGY/ProblemMap/GlobalFixMap/OpsDeploy/rollout_readiness_gate.md

Rollout Readiness Gate — OpsDeploy

🧭 Quick Return to Map

You are in a sub-page of OpsDeploy.
To reorient, go back here:

• OpsDeploy — operations automation and deployment pipelines
• WFGY Global Fix Map — main Emergency Room, 300+ structured fixes
• WFGY Problem Map 1.0 — 16 reproducible failure modes

Think of this page as a desk within a ward.
If you need the full triage and all prescriptions, return to the Emergency Room lobby.

A pre-ship gate that decides ship or no-ship using measurable targets.
Use this page to wire a single checkpoint in CI or CD that blocks risky changes before they hit users.

What this page is

• A compact, provider-agnostic checklist that verifies retrieval, reasoning, orchestration, and infra order.
• Direct jumps to the exact Problem Map fixes.
• Copy-paste templates you can drop into CI or a workflow runner.

When to use

• Before any production rollout that changes retrievers, embeddings, chunkers, prompts, model versions, or tool schemas.
• After index rebuilds, data migrations, or secret rotation.
• When answers recently started flipping between runs or a canary looks unstable.

Open these first

• Visual map and recovery: RAG Architecture & Recovery
• Retrieval knobs: Retrieval Playbook
• Traceability schema: Retrieval Traceability
• Snippet and citation contract: Data Contracts
• Embedding vs meaning: Embedding ≠ Semantic
• Hallucination and chunk boundaries: Hallucination
• Long chains and entropy: Context Drift, Entropy Collapse
• Logic collapse and recovery: Logic Collapse
• Prompt injection fences: Prompt Injection
• Boot order and deploy traps: Bootstrap Ordering, Deployment Deadlock, Pre-Deploy Collapse
• Live ops after ship: Live Monitoring for RAG, Debug Playbook

Acceptance targets for ship

• ΔS(question, retrieved) ≤ 0.45 on three paraphrases.
• Coverage of target section ≥ 0.70.
• λ remains convergent across two seeds.
• E_resonance stays flat on long windows.
• No schema drift in citation fields {snippet_id, section_id, source_url, offsets, tokens}.

60-second gate checklist

1. Warmup and invariants

   • Secrets present. Version lock consistent. INDEX_HASH matches retriever build.
   • Boot order ok. See Bootstrap Ordering.

2. RAG quality probe

   • Run a 20–40 item gold set.
   • Score with: RAG Precision/Recall Eval and Semantic Stability Eval.
   • Fail if any target above is missed.

3. Hallucination fence

   • Enforce cite-then-explain. Verify with Retrieval Traceability and Data Contracts.
   • Block if citations are missing or cross-section reuse appears.

4. Index and metric sanity

   • If nearest neighbors look right but meaning is wrong, rebuild. See Embedding ≠ Semantic.
   • If recall varies with HyDE or BM25, lock the two-stage query and rerank. See Query Parsing Split.
   • Fragmented stores: see Vectorstore Fragmentation.

5. Chain stability

   • If chains exceed safe length and entropy rises, split and bridge. See Context Drift and Entropy Collapse.

6. Decision

   • Ship if all targets pass on two seeds and three paraphrases.
   • Else block and open the linked fix page.

CI gate template you can paste

# opsdeploy/rollout_readiness_gate.yml
gates:
  warmup_invariants:
    checks:
      - secrets_present: true
      - index_hash_matches: true
      - version_lock: strict
      - boot_order_ok: true  # see Bootstrap Ordering
  rag_quality:
    evals:
      - name: rag_precision_recall
        spec: ProblemMap/eval/eval_rag_precision_recall.md
        min_coverage: 0.70
      - name: semantic_stability
        spec: ProblemMap/eval/eval_semantic_stability.md
        max_delta_s: 0.45
        paraphrases: 3
        seeds: 2
  hallucination_fence:
    schema: ProblemMap/data-contracts.md
    require_citations: true
  index_metric_sanity:
    actions_on_fail:
      - open: ProblemMap/embedding-vs-semantic.md
      - open: ProblemMap/patterns/pattern_query_parsing_split.md
      - open: ProblemMap/patterns/pattern_vectorstore_fragmentation.md
decision:
  on_fail: block_rollout
  on_pass: proceed_to_canary
artifacts:
  - logs/delta_s.json
  - logs/coverage.json
  - logs/lambda_states.json

Escalation map

• Targets fail after re-run. Open Retrieval Playbook and rebuild with the semantic chunking checklist.
• First call in a fresh deploy crashes. Open Pre-Deploy Collapse.
• Live traffic unstable. Wire probes from Live Monitoring for RAG and follow the Debug Playbook.

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🔗 Quick-Start Downloads (60 sec)

Tool	Link	3-Step Setup
WFGY 1.0 PDF	Engine Paper	1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>”
TXT OS (plain-text OS)	TXTOS.txt	1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly

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Explore More

Layer	Page	What it’s for
Proof	WFGY Recognition Map	External citations, integrations, and ecosystem proof
Engine	WFGY 1.0	Original PDF based tension engine
Engine	WFGY 2.0	Production tension kernel and math engine for RAG and agents
Engine	WFGY 3.0	TXT based Singularity tension engine, 131 S class set
Map	Problem Map 1.0	Flagship 16 problem RAG failure checklist and fix map
Map	Problem Map 2.0	RAG focused recovery pipeline
Map	Problem Map 3.0	Global Debug Card, image as a debug protocol layer
Map	Semantic Clinic	Symptom to family to exact fix
Map	Grandma’s Clinic	Plain language stories mapped to Problem Map 1.0
Onboarding	Starter Village	Guided tour for newcomers
App	TXT OS	TXT semantic OS, fast boot
App	Blah Blah Blah	Abstract and paradox Q and A built on TXT OS
App	Blur Blur Blur	Text to image with semantic control
App	Blow Blow Blow	Reasoning game engine and memory demo

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