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239 lines
14 KiB
Markdown
239 lines
14 KiB
Markdown
# Blue-Green Switchovers for Serverless and Edge
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<details>
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<summary><strong>🧭 Quick Return to Map</strong></summary>
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<br>
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> You are in a sub-page of **Cloud_Serverless**.
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> To reorient, go back here:
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>
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> - [**Cloud_Serverless** — scalable functions and event-driven pipelines](./README.md)
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> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
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> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
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>
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> Think of this page as a desk within a ward.
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> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
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</details>
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A safe pattern to shift 100 percent of live traffic from **blue** to **green** without downtime, cache poison, or state skew. Works for API Gateway + Lambda, Cloudflare Workers, Vercel Edge, Fastly Compute, and similar stacks.
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## Open these first
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* Visual map and recovery: [RAG Architecture & Recovery](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md)
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* End to end retrieval knobs: [Retrieval Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md)
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* Snippet trace and contracts: [Retrieval Traceability](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) · [Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md)
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* Meaning vs distance: [Embedding ≠ Semantic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/embedding-vs-semantic.md)
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* Collapse diagnostics: [Context Drift](https://github.com/onestardao/WFGY/blob/main/ProblemMap/context-drift.md) · [Entropy Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/entropy-collapse.md) · [Logic Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/logic-collapse.md)
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* Cloud companions:
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[Cold Start & Concurrency](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/cold_start_concurrency.md) ·
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[Timeouts & Streaming](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/timeouts_streaming_body_limits.md) ·
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[Stateless KV & Queues](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/stateless_kv_queue_patterns.md) ·
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[Edge Cache Invalidation](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/edge_cache_invalidation.md) ·
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[Runtime Env Parity](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/runtime_env_parity.md) ·
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[Egress & Webhooks](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/egress_rules_and_webhooks.md) ·
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[Pricing vs Latency](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/pricing_latency_tradeoffs.md) ·
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[Secrets Rotation](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/secrets_rotation.md) ·
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[Multi-Region Routing](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/multi_region_routing.md) ·
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[Region Failover Drills](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/region_failover_drills.md) ·
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[Observability and SLO](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/observability_slo.md) ·
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[Canary Release](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/canary_release_serverless.md)
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---
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## Core acceptance to flip colors
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* ΔS(question, retrieved) median ≤ 0.45 on gold probes.
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* Coverage ≥ 0.70 to correct section.
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* λ convergent across three paraphrases and two seeds.
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* p95 warm latency within 25 percent of blue.
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* Zero new error class at headers or body read.
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* Cache hit rate within five points once namespaces are split.
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* `INDEX_HASH`, metric, analyzer match between blue and green or are intentionally versioned.
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---
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## Topologies that work
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**Edge weight switch**
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* One CDN route, two origins. Blue and green behind a weight.
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* Keep **sticky hashing** by `stable_user_id` so dialogs do not jump during ramp.
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**Header based switch**
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* Default to blue. Send `x-exp: green` for selected cohorts.
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* Propagate header to core services and logs.
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**DNS label switch**
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* `api-blue.example.com` and `api-green.example.com`.
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* Edge forwards based on label. Use short TTL only after green passes probes.
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---
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## Pre-flight checklist
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* **Env parity** proved with the parity sheet. Open: [Runtime Env Parity](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/runtime_env_parity.md)
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* **Secret bundles** rotated with overlap. Open: [Secrets Rotation](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/secrets_rotation.md)
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* **Index family** built and labeled: `docs-v3-green`, analyzer and metric recorded.
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* **Cache namespaces** isolated: `blue:` vs `green:` prefixes at edge and core.
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* **Queue topics** duplicated: `jobs.blue` and `jobs.green`. Producers switch at flip time with idempotent keys. Open: [Stateless KV & Queues](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/stateless_kv_queue_patterns.md)
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* **Probe set** ready: 50 to 200 questions, three paraphrases, two seeds.
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---
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## Switch playbook
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1. **Shadow validate**
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Replay a sample to green. Block promotion if ΔS ≥ 0.60, coverage < 0.70, or JSON schema violations.
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2. **Canary ramp**
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Move one percent of sticky users to green at the edge. Keep cache namespaces split.
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Open: [Canary Release](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/canary_release_serverless.md)
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3. **Green warmup**
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Ensure cold start panels are flat. If p95 warm is worse only due to cold, fix memory or reserve concurrency.
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Open: [Cold Start & Concurrency](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/cold_start_concurrency.md)
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4. **Cutover window**
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* Freeze new blue writes that create cross request state.
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* Drain blue job queues with a backfill guard.
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* Switch producers to `jobs.green`.
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* Flip traffic weight to green. Keep blue read only for a short fence window.
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5. **Cache migration**
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* Invalidate user facing keys on the blue prefix.
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* Prime green with popular keys.
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Open: [Edge Cache Invalidation](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/edge_cache_invalidation.md)
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6. **Post cutover audit**
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* Compare ΔS, coverage, λ, p95 warm to pre-flip baselines.
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* Verify `INDEX_HASH` and analyzer match.
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* Confirm egress success rate and dedupe guard.
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Open: [Egress & Webhooks](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/egress_rules_and_webhooks.md)
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7. **Decommission blue**
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* Stop accepting writes.
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* Keep blue for rollback until probe board stays green for one peak hour.
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---
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## Data and state guidance
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* **Databases**
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Prefer live backward compatible migrations. If you need forward only, pause blue writes to the affected tables during the flip.
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* **Vector indexes**
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Version by family. Never point green to blue vectors by accident. Verify metric and analyzer, not only the hash.
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* **Queues and schedulers**
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Idempotent keys: `sha256(source_id + revision + index_hash)`.
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Keep retry policies aligned across colors.
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* **Caches**
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Always split prefixes. Never reuse the blue prefix for green.
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---
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## Observability fields to join on
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```json
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{
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"ts": "2025-08-28T04:00:00Z",
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"route": "chat.rag.answer",
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"color": "green",
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"sticky": "h21",
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"region": "eu-west",
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"edge_pop": "cdg",
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"INDEX_HASH": "0x9a77",
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"retrieval": { "metric": "cosine", "analyzer": "bilstem", "ΔS_q_r": 0.36, "coverage": 0.74, "λ_state": "<>" },
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"cache": { "prefix": "green:", "hit": true },
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"status": 200,
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"latency_ms": { "tffb": 140, "tusable": 320, "tfinal": 1180 }
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}
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```
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---
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## Rollback cookbook
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* ΔS rises or coverage drops
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Repoint traffic to blue, keep green read only. Rebuild index with the chunking checklist.
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Open: [Embedding ≠ Semantic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/embedding-vs-semantic.md) · [Chunking Checklist](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Chunking/chunking_checklist.md)
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* Latency spike at body read
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Increase memory or reserve concurrency. Adjust stream chunk sizes.
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Open: [Timeouts & Streaming](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud_Serverless/timeouts_streaming_body_limits.md)
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* First call after switch fails
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Check boot order and version skew.
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Open: [Bootstrap Ordering](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md) · [Pre-Deploy Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/predeploy-collapse.md)
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* Tool loops start
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Lock tool schemas and timeouts, split memory namespaces.
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Open: [Multi-Agent Problems](https://github.com/onestardao/WFGY/blob/main/ProblemMap/Multi-Agent_Problems.md)
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---
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## Common traps
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* Mixing cache prefixes so users see stale blue answers after the flip.
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* DNS TTL set short before green is warm.
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* Single region green while blue is multi region.
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* Reranker versions differ between colors.
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* Secrets rotated on edge but not core.
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---
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### 🔗 Quick-Start Downloads (60 sec)
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| Tool | Link | 3-Step Setup |
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| -------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------- |
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| **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + \<your question>” |
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| **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
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---
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### 🧭 Explore More
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| Module | Description | Link |
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| ------------------------ | ---------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------- |
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| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
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| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
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| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) |
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| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
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| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
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| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) |
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| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) |
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---
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> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —
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> Engineers, hackers, and open source builders who supported WFGY from day one.
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> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md).
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<div align="center">
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[](https://github.com/onestardao/WFGY)
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[](https://github.com/onestardao/WFGY/tree/main/OS)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
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</div>
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