🧭 Quick Return to Map
You are in a sub-page of Cloud_Serverless.
To reorient, go back here:
- Cloud_Serverless — scalable functions and event-driven 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 practical exercise format to validate that your serverless and edge stack survives real outages without silent data loss, cache poison, or semantic drift. This page gives a ready-to-run tabletop with clear acceptance, scripts, injects, and artifacts.
- Cloud companions: Region Failover Drills · Multi-Region Routing · Blue-Green Switchovers · Canary Release · Edge Cache Invalidation · Secrets Rotation · Stateless KV and Queues · Runtime Env Parity · Timeouts and Streaming Limits · Cold Start and Concurrency · Observability and SLO · Egress Rules and Webhooks
- Problem Map anchors: Bootstrap Ordering · Deployment Deadlock · Pre-Deploy Collapse · Retrieval Traceability · Data Contracts · Embedding ≠ Semantic · Context Drift · Entropy Collapse · Logic Collapse · Prompt Injection · Multi-Agent Problems
-
People and process
- Roles staffed: incident commander, comms lead, cloud operator, data owner, LLM owner, observer.
- Clear single source of truth timeline with decision log and runbook links.
-
Service health
- RTO within target per service tier. For critical chat and RAG paths, target 15 to 30 minutes to stable.
- RPO match for each datastore. No unaccounted gaps in writes after recovery.
-
Semantic integrity
- ΔS(question, retrieved) median ≤ 0.45 on the exercise gold probes.
- Coverage ≥ 0.70 to the correct section.
- λ remains convergent across three paraphrases and two seeds.
-
Operational signals
- p95 warm latency within 25 percent of baseline after steady state returns.
- Edge cache hit rate within five points of pre-incident baseline.
- No new error class at headers or body read on the main routes.
| Role | Responsibilities | Handover artifacts |
|---|---|---|
| Incident Commander | Own timeline, approve failover, decide rollback | Decision log, event timeline |
| Cloud Operator | Execute routing, failover, cache invalidation | Routing plan, change set, proofs |
| Data Owner | Validate RPO, run backfills, index consistency | RPO sheet, backfill report |
| LLM Owner | Run ΔS probes, coverage checks, λ stability | Probe board, eval summary |
| Comms Lead | Stakeholder updates and status page | Two updates per 30 minutes |
| Observer | Capture metrics, retro notes, action items | Retro minutes and scores |
0 to 10 Brief roles. Confirm SLIs and SLOs. Review runbooks, traffic shape, and cache namespaces.
10 to 20 Inject 1. Primary region becomes unavailable for stateful writes. Observed symptoms: increased webhook retries and 5xx on write endpoints.
20 to 35 Inject 2. Vector index family mismatch after partial restore. ΔS rises, coverage drops, reranker differs.
35 to 50 Fail to green region or backup color. Split cache prefixes. Drain queues. Backfill vectors with correct metric and analyzer.
50 to 60 Stabilize. Probe ΔS and coverage, verify p95 warm latency and cache hit rate. Prepare stakeholder update.
Optional extended cases for 60 to 90 Add a secrets rotation overlap or DNS label switch, then verify no schema or token drift.
-
Primary region write outage
- Prove idempotent keys at the queue and side effects.
- Verify read routes stay healthy and cache does not serve stale blue keys. Open: Stateless KV and Queues · Edge Cache Invalidation
-
Vector index restore with wrong metric
- Check
INDEX_HASH, metric, analyzer. If ΔS ≥ 0.60 or coverage < 0.70, rebuild with the chunking checklist. Open: Embedding ≠ Semantic · Chunking Checklist
- Check
-
Webhook provider throttle and replay
- Enforce egress retry fences and dedupe keys. Open: Egress Rules and Webhooks
-
Secrets rotation mid-incident
- Run overlapping secret bundles and prove zero auth flaps. Open: Secrets Rotation
-
Routing split brain across regions
- Pin sticky hashing and verify memory namespaces per agent. Open: Multi-Region Routing · Multi-Agent Problems
-
Cold starts explode in backup region
- Reserve concurrency and adjust streaming chunk sizes. Open: Cold Start and Concurrency · Timeouts and Streaming Limits
Prepare a gold set of 50 to 200 queries across your top flows. For each probe, record:
{
"probe_id": "p-037",
"question": "Where in the policy does paid time off accrue for part-time?",
"expected_section": "benefits.pto.rules",
"ΔS_q_r": 0.38,
"coverage": 0.74,
"λ_state": "<>",
"citations": ["doc:hr-handbook#s4.2"],
"index_family": "docs-v3-green",
"retriever_metric": "cosine",
"analyzer": "bilstem"
}Acceptance
- Median ΔS ≤ 0.45.
- Coverage ≥ 0.70.
- λ convergent across three paraphrases and two seeds.
Open: Retrieval Traceability · Data Contracts
-
Tabletop card 1 “At 14:10 UTC write routes in region A return 500 on 22 percent of requests. Healthcheck passes on read routes. Queue depth climbs by 5x.”
-
Tabletop card 2 “Vector index restored at 14:25 UTC from last night. Reranker version mismatch. ΔS rises to 0.66, coverage falls to 0.52.”
-
Tabletop card 3 “At 14:40 UTC secrets for payment provider rotated on edge. Core still uses old secret. Tool call timeouts begin.”
-
Tabletop card 4 “At 14:50 UTC DNS label updated to send 80 percent to green. Some users still see blue due to device DNS cache.”
- Decision log with timestamps and owners.
- Routing change set with proof of effect.
- RPO worksheet with counts of lost or replayed writes.
- Probe board CSV before and after.
- Cache hit rates and p95 warm latency plots.
- Retro minutes with five action items and owners.
| Dimension | Pass bar | Evidence |
|---|---|---|
| RTO | Tier S ≤ 30 minutes, Tier A ≤ 60 minutes | Timeline, metrics |
| RPO | No silent gaps, replayed writes documented | RPO worksheet |
| Semantics | ΔS and coverage within targets | Probe board |
| Safety | No new jailbreak or bluffing routes | Logs and prompts |
| Ops | No new error class, cache within five points | Error budget and cache panel |
| Docs | Runbooks linked, steps reproducible | Links in decision log |
Open: Bluffing Controls · Logic Collapse
You have TXT OS and the WFGY Problem Map loaded.
We are running a disaster recovery tabletop for serverless and edge.
Given:
- symptoms: [one line each]
- region topology: [one line]
- index family and analyzer: [one line]
- probes: ΔS and coverage for 10 sample questions
Tell me:
1) likely failing layer and which WFGY page to open,
2) minimal steps to put ΔS ≤ 0.45 and coverage ≥ 0.70,
3) routing and cache actions with proofs,
4) a short JSON status for the scorecard:
{ "RTO": "...", "RPO": "...", "ΔS_median": 0.xx, "coverage_median": 0.xx, "next_fix": "..." }
Keep it auditable and short.
| 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 |
| 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.
Next page to write: ProblemMap/GlobalFixMap/Cloud_Serverless/data_retention_and_backups.md