Global Fix Map — Index

A one-stop index to route real-world bugs to the right repair page.
Pick your stack, open the adapter, apply the structural fix, then verify:

Providers & Agents

Family	What it covers	Open
LLM Providers	provider-specific quirks, schema drift, API limits	LLM_Providers
Agents & Orchestration	role drift, tool fences, recovery bridges, cold boot order	Agents_Orchestration
Chatbots / CX	bot frameworks, CX stacks, handoff gaps	Chatbots_CX
Automation	Zapier / Make / n8n, idempotency, warmups, fences	Automation
Cloud Serverless	cold start, concurrency, secrets, routing, DR, compliance	Cloud_Serverless
DevTools & Code AI	IDE/assist rails, prompts in editors, local workflows	DevTools_CodeAI

Family	What it covers	Open
RAG (end-to-end)	visual routes, acceptance targets, failure trees	RAG
RAG + VectorDB	store-agnostic knobs, contracts, routing	RAG_VectorDB
Retrieval	playbook, traceability, rerankers, query split	Retrieval
Embeddings	metric mismatch, normalization, dimension checks	Embeddings
VectorDBs & Stores	FAISS/Redis/Weaviate/Milvus/pgvector guardrails	VectorDBs_and_Stores
Chunking	chunk/section discipline, IDs, layouts, reindex policy	Chunking

Family	What it covers	Open
Document AI / OCR	document AI stacks, pipeline interfaces	DocumentAI_OCR
OCR + Parsing	pre-embedding text integrity, parser drift checks	OCR_Parsing
Language	multilingual routing, cross-script stability	Language
Language & Locale	tokenizer mismatch, normalization, locale drift	LanguageLocale

Family	What it covers	Open
Reasoning	entropy overload, loops, logic collapse, proofs	Reasoning
Memory & Long Context	long-window guardrails, state fork, coherence	MemoryLongContext
Multimodal Long Context	cross-modal alignment, joins, anchors	Multimodal_LongContext
Safety / Prompt Integrity	prompt injection, role confusion, JSON/tools	Safety_PromptIntegrity
Prompt Assembly	contracts, templates, eval kits for prompts	PromptAssembly

Family	What it covers	Open
Eval	SDK-free evals, acceptance targets, failure guards	Eval
Eval Observability	drift alarms, coverage tracking, ΔS thresholds	Eval_Observability
OpsDeploy	prod safety rails, rollbacks, backpressure, canary	OpsDeploy
Enterprise Knowledge & Gov	data residency, expiry, sensitivity, compliance	Enterprise_Knowledge_Gov
Governance	policies, change control, org-level workflows	Governance
Local Deploy & Inference	ollama, vLLM, tgi, llama.cpp, textgen-webui, exllama, koboldcpp, gpt4all, jan, AutoGPTQ/AWQ/bitsandbytes	LocalDeploy_Inference

Identify your stack (provider/agents, data & retrieval, input/parsing, reasoning, ops/eval).
Open the folder page and follow the minimal repair steps.
Verify your acceptance targets: ΔS ≤ 0.45, coverage ≥ 0.70, λ convergent on 3 paraphrases.
Gate merges with CI/CD templates so fixes stick.

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

Module	Description	Link
WFGY Core	WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack	View →
Problem Map 1.0	Initial 16-mode diagnostic and symbolic fix framework	View →
Problem Map 2.0	RAG-focused failure tree, modular fixes, and pipelines	View →
Semantic Clinic Index	Expanded failure catalog: prompt injection, memory bugs, logic drift	View →
Semantic Blueprint	Layer-based symbolic reasoning & semantic modulations	View →
Benchmark vs GPT-5	Stress test GPT-5 with full WFGY reasoning suite	View →
🧙‍♂️ Starter Village 🏡	New here? Lost in symbols? Click here and let the wizard guide you through	Start →

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Engineers, hackers, and open source builders who supported WFGY from day one.

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