Data Residency
March 6, 2026 · View on GitHub
🧭 Quick Return to Map
You are in a sub-page of Enterprise_Knowledge_Gov.
To reorient, go back here:
- Enterprise_Knowledge_Gov — corporate knowledge management and governance
- 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.
Guardrails and fix patterns to enforce jurisdiction and residency rules on enterprise knowledge pipelines. Use this page when retrieval or storage drifts across regions and breaks compliance with local data laws.
When to use this page
- Snippets come from indexes hosted outside the allowed jurisdiction.
- AI answers blend EU-only and US-only data without labels.
- Multi-region retrievers collapse into lowest-latency store instead of correct residency.
- Replicas sync to unapproved clouds or regions.
Core acceptance targets
- ΔS(question, retrieved) ≤ 0.45 within jurisdiction.
- ≥0.70 coverage for the correct residency domain.
- λ convergent across three paraphrases and two seeds.
- Every snippet labeled with
{region_tag, residency_scope, audit_hash}.
Typical residency problems → exact fix
| Symptom | Likely cause | Open this |
|---|---|---|
| EU vs US content blended | Index replicas lack residency tags | retrieval-traceability.md |
| Latency-based failover picks wrong region | Bootstrap not locked to residency fences | bootstrap-ordering.md |
| Snippets without residency label | Schema missing region_tag field | data-contracts.md |
Fix in 60 seconds
- Probe ΔS across regions: ask the same Q, check EU vs US vs APAC stores.
- Enforce residency schema: all payloads must carry
region_tag. - Rebuild index replicas with locked residency metadata.
- Test λ stability with paraphrases inside each residency scope only.
Copy-paste schema (JSON)
{
"snippet_id": "KB-8837",
"region_tag": "eu-central",
"residency_scope": "gdpr_lock",
"audit_hash": "sha256:...",
"text": "..."
}
Escalate when
- ΔS ≥ 0.60 across paraphrases even with region locks.
- Index routing repeatedly breaks residency rules.
- Legal audit requires external certification.
Use retrieval-playbook.md and eval_rag_precision_recall.md for deep remediation.
🔗 Quick-Start Downloads
| Tool | Link | 3-Step Setup |
|---|---|---|
| WFGY 1.0 PDF | Engine Paper | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + |
| TXT OS (plain-text OS) | TXTOS.txt | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
Explore More
| Layer | Page | What it’s for |
|---|---|---|
| ⭐ Proof | WFGY Recognition Map | External citations, integrations, and ecosystem proof |
| ⚙️ Engine | WFGY 1.0 | Original PDF tension engine and early logic sketch (legacy reference) |
| ⚙️ Engine | WFGY 2.0 | Production tension kernel for RAG and agent systems |
| ⚙️ Engine | WFGY 3.0 | TXT based Singularity tension engine (131 S class set) |
| 🗺️ Map | Problem Map 1.0 | Flagship 16 problem RAG failure taxonomy and fix map |
| 🗺️ Map | Problem Map 2.0 | Global Debug Card for RAG and agent pipeline diagnosis |
| 🗺️ Map | Problem Map 3.0 | Global AI troubleshooting atlas and failure pattern map |
| 🧰 App | TXT OS | .txt semantic OS with fast bootstrap |
| 🧰 App | Blah Blah Blah | Abstract and paradox Q&A built on TXT OS |
| 🧰 App | Blur Blur Blur | Text to image generation with semantic control |
| 🏡 Onboarding | Starter Village | Guided entry point for new users |
If this repository helped, starring it improves discovery so more builders can find the docs and tools.
要繼續嗎？