💥 WFGY Global Fix Map — full index (click to open)
--- > 🗺️ **This is the panoramic index**: all common AI infra / RAG / reasoning errors are organized here by category. > Prefer **Quick Access** — it is the fastest way to self-orient, understand how this system works, and jump to the right fix: [Quick Access](#quick-access). > If you want the full folder view, open the Global Fix Map home: [Global Fix Map README](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/README.md). --- ### 🧭 Providers & Agents | Family | Coverage (all links) | Notes | |--------|-----------------------|-------| | [LLM Providers](./GlobalFixMap/LLM_Providers/README.md) | [OpenAI](./GlobalFixMap/LLM_Providers/openai.md) · [Azure OpenAI](./GlobalFixMap/LLM_Providers/azure_openai.md) · [Anthropic](./GlobalFixMap/LLM_Providers/anthropic.md) · [Claude (Anthropic)](./GlobalFixMap/LLM_Providers/anthropic_claude.md) · [Google Gemini](./GlobalFixMap/LLM_Providers/gemini.md) [Google Vertex AI](./GlobalFixMap/LLM_Providers/google_vertex_ai.md) · [Mistral](./GlobalFixMap/LLM_Providers/mistral.md) · [Meta LLaMA](./GlobalFixMap/LLM_Providers/meta_llama.md) · [Cohere](./GlobalFixMap/LLM_Providers/cohere.md) · [DeepSeek](./GlobalFixMap/LLM_Providers/deepseek.md) [Kimi (Moonshot)](./GlobalFixMap/LLM_Providers/kimi.md) · [Groq](./GlobalFixMap/LLM_Providers/groq.md) · [xAI Grok](./GlobalFixMap/LLM_Providers/grok_xai.md) · [AWS Bedrock](./GlobalFixMap/LLM_Providers/aws_bedrock.md) · [OpenRouter](./GlobalFixMap/LLM_Providers/openrouter.md) [Together AI](./GlobalFixMap/LLM_Providers/together.md) | vendor-specific quirks, schema drift, API limits | | [Agents & Orchestration](./GlobalFixMap/Agents_Orchestration/README.md) | [Autogen](./GlobalFixMap/Agents_Orchestration/autogen.md) · [CrewAI](./GlobalFixMap/Agents_Orchestration/crewai.md) · [Haystack Agents](./GlobalFixMap/Agents_Orchestration/haystack_agents.md) · [LangChain](./GlobalFixMap/Agents_Orchestration/langchain.md) [LangGraph](./GlobalFixMap/Agents_Orchestration/langgraph.md) · [LlamaIndex](./GlobalFixMap/Agents_Orchestration/llamaindex.md) · [OpenAI Assistants v2](./GlobalFixMap/Agents_Orchestration/openai_assistants_v2.md) · [Rewind Agents](./GlobalFixMap/Agents_Orchestration/rewind_agents.md) [Semantic Kernel](./GlobalFixMap/Agents_Orchestration/semantic_kernel.md) · [Smolagents](./GlobalFixMap/Agents_Orchestration/smolagents.md) | orchestration bugs, cold boot order, role mixing | | [Chatbots & CX](./GlobalFixMap/Chatbots_CX/README.md) | [Amazon Lex](./GlobalFixMap/Chatbots_CX/amazon_lex.md) · [Azure Bot Service](./GlobalFixMap/Chatbots_CX/azure_bot_service.md) · [Dialogflow CX](./GlobalFixMap/Chatbots_CX/dialogflow_cx.md) · [Freshchat](./GlobalFixMap/Chatbots_CX/freshchat.md) [Freshdesk](./GlobalFixMap/Chatbots_CX/freshdesk.md) · [Intercom](./GlobalFixMap/Chatbots_CX/intercom.md) · [Microsoft Copilot Studio](./GlobalFixMap/Chatbots_CX/microsoft_copilot_studio.md) · [Rasa](./GlobalFixMap/Chatbots_CX/rasa.md) [Salesforce Einstein Bots](./GlobalFixMap/Chatbots_CX/salesforce_einstein_bots.md) · [Twilio Studio](./GlobalFixMap/Chatbots_CX/twilio_studio.md) · [Watson Assistant](./GlobalFixMap/Chatbots_CX/watsonx_assistant.md) · [Zendesk](./GlobalFixMap/Chatbots_CX/zendesk.md) | bot frameworks, CX stack, handoff gaps | | [Cloud Serverless](./GlobalFixMap/Cloud_Serverless/README.md) | [Cold Start Concurrency](./GlobalFixMap/Cloud_Serverless/cold_start_concurrency.md) · [Timeouts & Streaming Limits](./GlobalFixMap/Cloud_Serverless/timeouts_streaming_body_limits.md) · [Stateless KV/Queue Patterns](./GlobalFixMap/Cloud_Serverless/stateless_kv_queue_patterns.md) · [Edge Cache Invalidation](./GlobalFixMap/Cloud_Serverless/edge_cache_invalidation.md) [Network Egress & VPC](./GlobalFixMap/Cloud_Serverless/network_egress_and_vpc.md) · [Deploy Traffic Shaping](./GlobalFixMap/Cloud_Serverless/deploy_traffic_shaping.md) · [Secrets Rotation](./GlobalFixMap/Cloud_Serverless/secrets_rotation.md) · [Serverless Limits Matrix](./GlobalFixMap/Cloud_Serverless/serverless_limits_matrix.md) [Multi-Region Routing](./GlobalFixMap/Cloud_Serverless/multi_region_routing.md) · [Failover Drills](./GlobalFixMap/Cloud_Serverless/region_failover_drills.md) · [Observability & SLO](./GlobalFixMap/Cloud_Serverless/observability_slo.md) · [Canary Release (Serverless)](./GlobalFixMap/Cloud_Serverless/canary_release_serverless.md) [Blue-Green Switchovers](./GlobalFixMap/Cloud_Serverless/blue_green_switchovers.md) · [Disaster Recovery](./GlobalFixMap/Cloud_Serverless/disaster_recovery_tabletop.md) · [Data Retention & Backups](./GlobalFixMap/Cloud_Serverless/data_retention_and_backups.md) · [Privacy & PII Edges](./GlobalFixMap/Cloud_Serverless/privacy_and_pii_edges.md) | infra stability, migration, compliance | --- ### 🧭 Data & Retrieval | Family | Coverage (all links) | Notes | |---|---|---| | [Vector DBs & Stores](./GlobalFixMap/VectorDBs_and_Stores/README.md) | [FAISS](./GlobalFixMap/VectorDBs_and_Stores/faiss.md) · [Chroma](./GlobalFixMap/VectorDBs_and_Stores/chroma.md) · [Qdrant](./GlobalFixMap/VectorDBs_and_Stores/qdrant.md) · [Weaviate](./GlobalFixMap/VectorDBs_and_Stores/weaviate.md) · [Milvus](./GlobalFixMap/VectorDBs_and_Stores/milvus.md) [pgvector](./GlobalFixMap/VectorDBs_and_Stores/pgvector.md) · [Redis](./GlobalFixMap/VectorDBs_and_Stores/redis.md) · [Elasticsearch](./GlobalFixMap/VectorDBs_and_Stores/elasticsearch.md) · [Pinecone](./GlobalFixMap/VectorDBs_and_Stores/pinecone.md) · [Typesense](./GlobalFixMap/VectorDBs_and_Stores/typesense.md) [Vespa](./GlobalFixMap/VectorDBs_and_Stores/vespa.md) | metric, analyzer, index hygiene | | [RAG + VectorDB](./GlobalFixMap/RAG_VectorDB/README.md) | [Metric Mismatch](./GlobalFixMap/RAG_VectorDB/metric_mismatch.md) · [Normalization & Scaling](./GlobalFixMap/RAG_VectorDB/normalization_and_scaling.md) · [Tokenization & Casing](./GlobalFixMap/RAG_VectorDB/tokenization_and_casing.md) · [Chunking → Embedding Contract](./GlobalFixMap/RAG_VectorDB/chunking_to_embedding_contract.md) [Vectorstore Fragmentation](./GlobalFixMap/RAG_VectorDB/vectorstore_fragmentation.md) · [Dimension Mismatch & Projection](./GlobalFixMap/RAG_VectorDB/dimension_mismatch_and_projection.md) · [Update & Index Skew](./GlobalFixMap/RAG_VectorDB/update_and_index_skew.md) [Hybrid Retriever Weights](./GlobalFixMap/RAG_VectorDB/hybrid_retriever_weights.md) · [Duplication & Collapse](./GlobalFixMap/RAG_VectorDB/duplication_and_near_duplicate_collapse.md) · [Poisoning & Contamination](./GlobalFixMap/RAG_VectorDB/poisoning_and_contamination.md) | store-agnostic knobs | | [Retrieval](./GlobalFixMap/Retrieval/README.md) | [Retrieval Playbook](./GlobalFixMap/Retrieval/retrieval-playbook.md) · [Traceability](./GlobalFixMap/Retrieval/retrieval-traceability.md) · [Rerankers](./GlobalFixMap/Retrieval/rerankers.md) · [Query Parsing Split](./GlobalFixMap/Retrieval/query_parsing_split.md) [Chunk Alignment](./GlobalFixMap/Retrieval/chunk_alignment.md) · [ΔS Probes](./GlobalFixMap/Retrieval/deltaS_probes.md) · [Eval Recipes](./GlobalFixMap/Retrieval/retrieval_eval_recipes.md) · [Store-Agnostic Guardrails](./GlobalFixMap/Retrieval/store_agnostic_guardrails.md) | end-to-end routing & contracts | | [Embeddings](./GlobalFixMap/Embeddings/README.md) | [Metric Mismatch](./GlobalFixMap/Embeddings/metric_mismatch.md) · [Normalization & Scaling](./GlobalFixMap/Embeddings/normalization_and_scaling.md) · [Tokenization & Casing](./GlobalFixMap/Embeddings/tokenization_and_casing.md) · [Chunking → Embedding Contract](./GlobalFixMap/Embeddings/chunking_to_embedding_contract.md) [Vectorstore Fragmentation](./GlobalFixMap/Embeddings/vectorstore_fragmentation.md) · [Dimension Mismatch & Projection](./GlobalFixMap/Embeddings/dimension_mismatch_and_projection.md) · [Update & Index Skew](./GlobalFixMap/Embeddings/update_and_index_skew.md) [Hybrid Retriever Weights](./GlobalFixMap/Embeddings/hybrid_retriever_weights.md) · [Duplication & Collapse](./GlobalFixMap/Embeddings/duplication_and_near_duplicate_collapse.md) · [Poisoning & Contamination](./GlobalFixMap/Embeddings/poisoning_and_contamination.md) | embedding≠semantic checks | | [Chunking](./GlobalFixMap/Chunking/README.md) | [Chunk ID Schema](./GlobalFixMap/Chunking/chunk_id_schema.md) · [Checklist](./GlobalFixMap/Chunking/chunking-checklist.md) · [Code / Tables / Blocks](./GlobalFixMap/Chunking/code_tables_blocks.md) · [Section Detection](./GlobalFixMap/Chunking/section_detection.md) [Title Hierarchy](./GlobalFixMap/Chunking/title_hierarchy.md) · [PDF Layouts & OCR](./GlobalFixMap/Chunking/pdf_layouts_and_ocr.md) · [Reindex & Migration](./GlobalFixMap/Chunking/reindex_migration.md) [Eval Precision & Recall](./GlobalFixMap/Chunking/eval_rag_precision_recall.md) · [Live Monitoring](./GlobalFixMap/Chunking/live_monitoring_rag.md) | chunk/section discipline | | [RAG](./GlobalFixMap/RAG/README.md) | [Retrieval Drift](./GlobalFixMap/RAG/retrieval_drift.md) · [Hallucination RAG](./GlobalFixMap/RAG/hallucination_rag.md) · [Citation Break](./GlobalFixMap/RAG/citation_break.md) · [Hybrid Failure](./GlobalFixMap/RAG/hybrid_failure.md) [Index Skew](./GlobalFixMap/RAG/index_skew.md) · [Context Drift](./GlobalFixMap/RAG/context_drift.md) · [Entropy Collapse](./GlobalFixMap/RAG/entropy_collapse.md) · [Eval Drift](./GlobalFixMap/RAG/eval_drift.md) | visual routes, acceptance targets | --- ### 🧭 Input & Parsing | Family (link) | Coverage (all links) | Notes | |---|---|---| | [**DocumentAI_OCR**](./GlobalFixMap/DocumentAI_OCR/README.md) | [Tesseract](./GlobalFixMap/DocumentAI_OCR/tesseract.md) · [Google Document AI](./GlobalFixMap/DocumentAI_OCR/google_docai.md) · [AWS Textract](./GlobalFixMap/DocumentAI_OCR/aws_textract.md) · [Azure OCR](./GlobalFixMap/DocumentAI_OCR/azure_ocr.md) · [ABBYY](./GlobalFixMap/DocumentAI_OCR/abbyy.md) · [PaddleOCR](./GlobalFixMap/DocumentAI_OCR/paddleocr.md) | pre-embedding text integrity | | [**OCR_Parsing**](./GlobalFixMap/OCR_Parsing/README.md) | [Layout, Headers, Footers](./GlobalFixMap/OCR_Parsing/layout_headers_and_footers.md) · [Tokenization & Casing](./GlobalFixMap/OCR_Parsing/tokenization_and_casing.md) · [Tables & Columns](./GlobalFixMap/OCR_Parsing/tables_and_columns.md) · [Images & Figures](./GlobalFixMap/OCR_Parsing/images_and_figures.md) · [Scanned PDFs & Quality](./GlobalFixMap/OCR_Parsing/scanned_pdfs_and_quality.md) · [Multi-language & Fonts](./GlobalFixMap/OCR_Parsing/multi_language_and_fonts.md) | parser rails & checks | | [**Language**](./GlobalFixMap/Language/README.md) | [Tokenizer Mismatch](./GlobalFixMap/Language/tokenizer_mismatch.md) · [Script Mixing](./GlobalFixMap/Language/script_mixing.md) · [Locale Drift](./GlobalFixMap/Language/locale_drift.md) · [Multilingual Guide](./GlobalFixMap/Language/multilingual_guide.md) · [Proper Noun Aliases](./GlobalFixMap/Language/proper_noun_aliases.md) [Romanization & Transliteration](./GlobalFixMap/Language/romanization_transliteration.md) · [Query Language Detection](./GlobalFixMap/Language/query_language_detection.md) · [Query Routing & Analyzers](./GlobalFixMap/Language/query_routing_and_analyzers.md) · [Hybrid Ranking (Multilingual)](./GlobalFixMap/Language/hybrid_ranking_multilingual.md) · [Stopword & Morphology Controls](./GlobalFixMap/Language/stopword_and_morphology_controls.md) [Fallback Translation & Glossary Bridge](./GlobalFixMap/Language/fallback_translation_and_glossary_bridge.md) · [Code-Switching Eval](./GlobalFixMap/Language/code_switching_eval.md) | cross-script retrieval stability | | [**LanguageLocale**](./GlobalFixMap/LanguageLocale/README.md) | [Tokenizer Mismatch (cross-lang)](./GlobalFixMap/LanguageLocale/tokenizer_mismatch.md) · [Script Mixing (single query)](./GlobalFixMap/LanguageLocale/script_mixing.md) · [Locale Drift & Analyzer Skew](./GlobalFixMap/LanguageLocale/locale_drift.md) · [Unicode Normalization](./GlobalFixMap/LanguageLocale/unicode_normalization.md) · [CJK Segmentation / Word-break](./GlobalFixMap/LanguageLocale/cjk_segmentation_wordbreak.md) [Fullwidth vs Halfwidth, Punctuation](./GlobalFixMap/LanguageLocale/digits_width_punctuation.md) · [Diacritics & Folding](./GlobalFixMap/LanguageLocale/diacritics_and_folding.md) · [RTL / BiDi Control](./GlobalFixMap/LanguageLocale/rtl_bidi_control.md) · [Transliteration & Romanization](./GlobalFixMap/LanguageLocale/transliteration_and_romanization.md) · [Locale Collation & Sort Keys](./GlobalFixMap/LanguageLocale/locale_collation_and_sorting.md) [Numbering & Sort Orders](./GlobalFixMap/LanguageLocale/numbering_and_sort_orders.md) · [Date/Time Format Variants](./GlobalFixMap/LanguageLocale/date_time_format_variants.md) · [Timezones & DST](./GlobalFixMap/LanguageLocale/timezones_and_dst.md) · [Keyboard Input Methods](./GlobalFixMap/LanguageLocale/keyboard_input_methods.md) · [Input Language Switching](./GlobalFixMap/LanguageLocale/input_language_switching.md) [Emoji, ZWJ, Grapheme Clusters](./GlobalFixMap/LanguageLocale/emoji_zwj_grapheme_clusters.md) · [Mixed-Locale Metadata](./GlobalFixMap/LanguageLocale/mixed_locale_metadata.md) | analyzer / normalization profiles | --- ### 🧭 Reasoning & Memory | Family | Coverage (all links) | Notes | |---|---|---| | [Reasoning](./GlobalFixMap/Reasoning/README.md) | [Entropy Overload](./GlobalFixMap/Reasoning/entropy-overload.md) · [Recursive Loop](./GlobalFixMap/Reasoning/recursive-loop.md) · [Hallucination Re-entry](./GlobalFixMap/Reasoning/hallucination-reentry.md) · [Logic Collapse](./GlobalFixMap/Reasoning/logic-collapse.md) [Symbolic Collapse](./GlobalFixMap/Reasoning/symbolic-collapse.md) · [Proof Dead Ends](./GlobalFixMap/Reasoning/proof-dead-ends.md) · [Anchoring & Bridge Proofs](./GlobalFixMap/Reasoning/anchoring-and-bridge-proofs.md) [Context Stitching & Window Joins](./GlobalFixMap/Reasoning/context-stitching-and-window-joins.md) · [Chain-of-Thought Variance Clamp](./GlobalFixMap/Reasoning/chain-of-thought-variance-clamp.md) · [Redundant Evidence Collapse](./GlobalFixMap/Reasoning/redundant-evidence-collapse.md) | BBMC / BBPF / BBCR / BBAM rails | | [MemoryLongContext](./GlobalFixMap/MemoryLongContext/README.md) | [Memory Coherence](./GlobalFixMap/MemoryLongContext/memory-coherence.md) · [Entropy Collapse](./GlobalFixMap/MemoryLongContext/entropy-collapse.md) · [Context Drift](./GlobalFixMap/MemoryLongContext/context-drift.md) · [Ghost Context](./GlobalFixMap/MemoryLongContext/ghost-context.md) [State Fork](./GlobalFixMap/MemoryLongContext/state-fork.md) · [Pattern Memory Desync](./GlobalFixMap/MemoryLongContext/pattern_memory_desync.md) · [OCR Jitter](./GlobalFixMap/MemoryLongContext/ocr-jitter.md) · [OCR Parsing Checklist](./GlobalFixMap/MemoryLongContext/ocr-parsing-checklist.md) [Data Contracts](./GlobalFixMap/MemoryLongContext/data-contracts.md) · [Retrieval Traceability](./GlobalFixMap/MemoryLongContext/retrieval-traceability.md) · [Chunking Checklist](./GlobalFixMap/MemoryLongContext/chunking-checklist.md) | Long-window guardrails | | [Multimodal_LongContext](./GlobalFixMap/Multimodal_LongContext/README.md) | [Alignment Drift](./GlobalFixMap/Multimodal_LongContext/alignment-drift.md) · [Anchor Misalignment](./GlobalFixMap/Multimodal_LongContext/anchor-misalignment.md) · [Boundary Fade](./GlobalFixMap/Multimodal_LongContext/boundary-fade.md) · [Caption Collapse](./GlobalFixMap/Multimodal_LongContext/caption-collapse.md) [Cross-Modal Bootstrap](./GlobalFixMap/Multimodal_LongContext/cross-modal-bootstrap.md) · [Cross-Modal Trace](./GlobalFixMap/Multimodal_LongContext/cross-modal-trace.md) · [Desync Amplification](./GlobalFixMap/Multimodal_LongContext/desync-amplification.md) · [Desync Anchor](./GlobalFixMap/Multimodal_LongContext/desync-anchor.md) [Echo Loop](./GlobalFixMap/Multimodal_LongContext/echo-loop.md) · [Fusion Blindspot](./GlobalFixMap/Multimodal_LongContext/fusion-blindspot.md) · [Fusion Latency](./GlobalFixMap/Multimodal_LongContext/fusion-latency.md) · [Modal Bridge Failure](./GlobalFixMap/Multimodal_LongContext/modal-bridge-failure.md) [Modality Dropout](./GlobalFixMap/Multimodal_LongContext/modality-dropout.md) · [Modality Swap](./GlobalFixMap/Multimodal_LongContext/modality-swap.md) · [Multi-Hop Collapse](./GlobalFixMap/Multimodal_LongContext/multi-hop-collapse.md) · [Multi-Seed Consistency](./GlobalFixMap/Multimodal_LongContext/multi-seed-consistency.md) [Multimodal Fusion Break](./GlobalFixMap/Multimodal_LongContext/multimodal-fusion-break.md) · [Phantom Visuals](./GlobalFixMap/Multimodal_LongContext/phantom-visuals.md) · [Reference Bleed](./GlobalFixMap/Multimodal_LongContext/reference-bleed.md) · [Semantic Anchor Shift](./GlobalFixMap/Multimodal_LongContext/semantic-anchor-shift.md) [Signal Drop](./GlobalFixMap/Multimodal_LongContext/signal-drop.md) · [Spatial Fusion Error](./GlobalFixMap/Multimodal_LongContext/spatial-fusion-error.md) · [Sync Loop](./GlobalFixMap/Multimodal_LongContext/sync-loop.md) · [Time Sync Failure](./GlobalFixMap/Multimodal_LongContext/time-sync-failure.md) · [Visual Anchor Shift](./GlobalFixMap/Multimodal_LongContext/visual-anchor-shift.md) | Multimodal joins & anchors | --- ### 🧭 Automation & Ops | Family (link) | Coverage examples | Notes | |---|---|---| | [**Automation**](./GlobalFixMap/Automation/README.md) | [Zapier](./GlobalFixMap/Automation/zapier.md) · [n8n](./GlobalFixMap/Automation/n8n.md) · [Make](./GlobalFixMap/Automation/make.md) · [Retool](./GlobalFixMap/Automation/retool.md) · [IFTTT](./GlobalFixMap/Automation/ifttt.md) [Pipedream](./GlobalFixMap/Automation/pipedream.md) · [Power Automate](./GlobalFixMap/Automation/power-automate.md) · [GitHub Actions](./GlobalFixMap/Automation/github-actions.md) · [Airflow](./GlobalFixMap/Automation/airflow.md) · [Airtable](./GlobalFixMap/Automation/airtable.md) [Asana](./GlobalFixMap/Automation/asana.md) · [GoHighLevel](./GlobalFixMap/Automation/ghl.md) · [Parabola](./GlobalFixMap/Automation/parabola.md) · [LangChain (automation)](./GlobalFixMap/Automation/langchain.md) · [LlamaIndex (automation)](./GlobalFixMap/Automation/llamaindex.md) | idempotency, warmups, fences | | [**OpsDeploy**](./GlobalFixMap/OpsDeploy/README.md) | [Blue-Green Switchovers](./GlobalFixMap/OpsDeploy/blue_green_switchovers.md) · [Cache Warmup](./GlobalFixMap/OpsDeploy/cache_warmup_invalidation.md) · [DB Migration Guardrails](./GlobalFixMap/OpsDeploy/db_migration_guardrails.md) · [Feature Flags](./GlobalFixMap/OpsDeploy/feature_flags_safe_launch.md) · [Idempotency Dedup](./GlobalFixMap/OpsDeploy/idempotency_dedupe.md) [Incident Comms](./GlobalFixMap/OpsDeploy/incident_comms_and_statuspage.md) · [Postmortem & Regression](./GlobalFixMap/OpsDeploy/postmortem_and_regression_tests.md) · [Rate Limit Backpressure](./GlobalFixMap/OpsDeploy/rate_limit_backpressure.md) · [Read-Only Mode](./GlobalFixMap/OpsDeploy/read_only_mode_and_maintenance_window.md) · [Release Calendar](./GlobalFixMap/OpsDeploy/release_calendar_and_change_freeze.md) [Retry & Backoff](./GlobalFixMap/OpsDeploy/retry_backoff.md) · [Rollback & Recovery](./GlobalFixMap/OpsDeploy/rollback_and_fast_recovery.md) · [Rollout Gate](./GlobalFixMap/OpsDeploy/rollout_readiness_gate.md) · [Shadow Traffic](./GlobalFixMap/OpsDeploy/shadow_traffic_mirroring.md) · [Staged Canary](./GlobalFixMap/OpsDeploy/staged_rollout_canary.md) [Vector Index Swap](./GlobalFixMap/OpsDeploy/vector_index_build_and_swap.md) · [Version Pinning](./GlobalFixMap/OpsDeploy/version_pinning_and_model_lock.md) | prod safety rails | | [**Safety_PromptIntegrity**](./GlobalFixMap/Safety_PromptIntegrity/README.md) | [Prompt Injection](./GlobalFixMap/Safety_PromptIntegrity/prompt_injection.md) · [Jailbreaks & Overrides](./GlobalFixMap/Safety_PromptIntegrity/jailbreaks_and_overrides.md) · [Role Confusion](./GlobalFixMap/Safety_PromptIntegrity/role_confusion.md) · [Memory Fences](./GlobalFixMap/Safety_PromptIntegrity/memory_fences_and_state_keys.md) · [JSON & Tools](./GlobalFixMap/Safety_PromptIntegrity/json_mode_and_tool_calls.md) [Citation First](./GlobalFixMap/Safety_PromptIntegrity/citation_first.md) · [Tool Selection & Timeouts](./GlobalFixMap/Safety_PromptIntegrity/tool_selection_and_timeouts.md) · [System/User/Role Order](./GlobalFixMap/Safety_PromptIntegrity/system_user_role_order.md) · [Template Library](./GlobalFixMap/Safety_PromptIntegrity/template_library_min.md) · [Eval Prompts](./GlobalFixMap/Safety_PromptIntegrity/eval_prompts_and_checks.md) | schema locks | | [**PromptAssembly**](./GlobalFixMap/PromptAssembly/README.md) | [Anti-Injection Recipes](./GlobalFixMap/PromptAssembly/anti_prompt_injection_recipes.md) · [Citation First](./GlobalFixMap/PromptAssembly/citation_first.md) · [Eval Prompts](./GlobalFixMap/PromptAssembly/eval_prompts_and_checks.md) · [JSON Mode & Tools](./GlobalFixMap/PromptAssembly/json_mode_and_tool_calls.md) · [Memory Fences](./GlobalFixMap/PromptAssembly/memory_fences_and_state_keys.md) [System/User/Role Order](./GlobalFixMap/PromptAssembly/system_user_role_order.md) · [Template Library](./GlobalFixMap/PromptAssembly/template_library_min.md) · [Tool Selection & Timeouts](./GlobalFixMap/PromptAssembly/tool_selection_and_timeouts.md) | contract & eval kits | | [**LocalDeploy_Inference**](./GlobalFixMap/LocalDeploy_Inference/README.md) | [AutoGPTQ](./GlobalFixMap/LocalDeploy_Inference/autogptq.md) · [AWQ](./GlobalFixMap/LocalDeploy_Inference/awq.md) · [BitsAndBytes](./GlobalFixMap/LocalDeploy_Inference/bitsandbytes.md) · [CTransformers](./GlobalFixMap/LocalDeploy_Inference/ctransformers.md) · [ExLlama](./GlobalFixMap/LocalDeploy_Inference/exllama.md) [ExLlamaV2](./GlobalFixMap/LocalDeploy_Inference/exllamaV2.md) · [GPT4All](./GlobalFixMap/LocalDeploy_Inference/gpt4all.md) · [Jan](./GlobalFixMap/LocalDeploy_Inference/jan.md) · [KoboldCpp](./GlobalFixMap/LocalDeploy_Inference/koboldcpp.md) · [llama.cpp](./GlobalFixMap/LocalDeploy_Inference/llamacpp.md) [LMStudio](./GlobalFixMap/LocalDeploy_Inference/lmstudio.md) · [Ollama](./GlobalFixMap/LocalDeploy_Inference/ollama.md) · [Textgen-WebUI](./GlobalFixMap/LocalDeploy_Inference/textgen-webui.md) · [TGI](./GlobalFixMap/LocalDeploy_Inference/tgi.md) · [vLLM](./GlobalFixMap/LocalDeploy_Inference/vllm.md) | local stack guardrails | | [**DevTools_CodeAI**](./GlobalFixMap/DevTools_CodeAI/README.md) | [GitHub Copilot](./GlobalFixMap/DevTools_CodeAI/github_copilot.md) · [Cursor](./GlobalFixMap/DevTools_CodeAI/cursor.md) · [Sourcegraph Cody](./GlobalFixMap/DevTools_CodeAI/sourcegraph_cody.md) · [VSCode Copilot Chat](./GlobalFixMap/DevTools_CodeAI/vscode_copilot_chat.md) · [Codeium](./GlobalFixMap/DevTools_CodeAI/codeium.md) [Tabnine](./GlobalFixMap/DevTools_CodeAI/tabnine.md) · [AWS CodeWhisperer](./GlobalFixMap/DevTools_CodeAI/aws_codewhisperer.md) · [JetBrains AI Assistant](./GlobalFixMap/DevTools_CodeAI/jetbrains_ai_assistant.md) | IDE/assist rails | --- #### 🧭 Eval & Governance | Family (link) | Coverage examples | Notes | |---|---|---| | [**Eval**](./GlobalFixMap/Eval/README.md) | [Eval_Benchmarking](./GlobalFixMap/Eval/eval_benchmarking.md) · [Eval_Cost_Reporting](./GlobalFixMap/Eval/eval_cost_reporting.md) · [Eval_Cross_Agent_Consistency](./GlobalFixMap/Eval/eval_cross_agent_consistency.md) · [Eval_Harness](./GlobalFixMap/Eval/eval_harness.md) · [Eval_Latency_vs_Accuracy](./GlobalFixMap/Eval/eval_latency_vs_accuracy.md) [Eval_Operator_Guidelines](./GlobalFixMap/Eval/eval_operator_guidelines.md) · [Eval_RAG_Precision_Recall](./GlobalFixMap/Eval/eval_rag_precision_recall.md) · [Eval_Semantic_Stability](./GlobalFixMap/Eval/eval_semantic_stability.md) · [Goldset_Curation](./GlobalFixMap/Eval/goldset_curation.md) | SDK-free evals | | [**Eval_Observability**](./GlobalFixMap/Eval_Observability/README.md) | [Alerting_and_Probes](./GlobalFixMap/Eval_Observability/alerting_and_probes.md) · [Coverage_Tracking](./GlobalFixMap/Eval_Observability/coverage_tracking.md) · [DeltaS_Thresholds](./GlobalFixMap/Eval_Observability/deltaS_thresholds.md) · [Eval_Playbook](./GlobalFixMap/Eval_Observability/eval_playbook.md) · [Lambda_Observe](./GlobalFixMap/Eval_Observability/lambda_observe.md) [Metrics_and_Logging](./GlobalFixMap/Eval_Observability/metrics_and_logging.md) · [Regression_Gate](./GlobalFixMap/Eval_Observability/regression_gate.md) · [Variance_and_Drift](./GlobalFixMap/Eval_Observability/variance_and_drift.md) | drift alarms | | [**Governance**](./GlobalFixMap/Governance/README.md) | [Audit_and_Logging](./GlobalFixMap/Governance/audit_and_logging.md) · [Audit_Logs_and_Traceability](./GlobalFixMap/Governance/audit_logs_and_traceability.md) · [Data_Lineage_and_Provenance](./GlobalFixMap/Governance/data_lineage_and_provenance.md) · [Escalation_and_Governance](./GlobalFixMap/Governance/escalation_and_governance.md) · [Ethics_and_Bias_Mitigation](./GlobalFixMap/Governance/ethics_and_bias_mitigation.md) [Eval_Governance_Gates_and_Signoff](./GlobalFixMap/Governance/eval_governance_gates_and_signoff.md) · [Incident_Response_and_Postmortems](./GlobalFixMap/Governance/incident_response_and_postmortems.md) · [License_and_Dataset_Rights](./GlobalFixMap/Governance/license_and_dataset_rights.md) · [Model_Governance_Model_Cards_and_Releases](./GlobalFixMap/Governance/model_governance_model_cards_and_releases.md) [PII_Handling_and_Minimization](./GlobalFixMap/Governance/pii_handling_and_minimization.md) · [Policy_Baseline](./GlobalFixMap/Governance/policy_baseline.md) · [Prompt_Policy_and_Change_Control](./GlobalFixMap/Governance/prompt_policy_and_change_control.md) · [Regulatory_Alignment](./GlobalFixMap/Governance/regulatory_alignment.md) · [Risk_Register_and_Waivers](./GlobalFixMap/Governance/risk_register_and_waivers.md) · [Roles_and_Access_RBAC_ABAC](./GlobalFixMap/Governance/roles_and_access_rbac_abac.md) · [Transparency_and_Explainability](./GlobalFixMap/Governance/transparency_and_explainability.md) | program-level rails | | [**Enterprise_Knowledge_Gov**](./GlobalFixMap/Enterprise_Knowledge_Gov/README.md) | [Access_Control](./GlobalFixMap/Enterprise_Knowledge_Gov/access_control.md) · [Audit_and_Traceability](./GlobalFixMap/Enterprise_Knowledge_Gov/audit_and_traceability.md) · [Compliance](./GlobalFixMap/Enterprise_Knowledge_Gov/compliance.md) · [Compliance_Audit](./GlobalFixMap/Enterprise_Knowledge_Gov/compliance_audit.md) · [Data_Residency](./GlobalFixMap/Enterprise_Knowledge_Gov/data_residency.md) [Data_Sensitivity](./GlobalFixMap/Enterprise_Knowledge_Gov/data_sensitivity.md) · [Knowledge_Expiry](./GlobalFixMap/Enterprise_Knowledge_Gov/knowledge_expiry.md) · [Retention_Policy](./GlobalFixMap/Enterprise_Knowledge_Gov/retention_policy.md) | knowledge governance | ---
ΔS diagnostic (mvp) — measure semantic drift
[open in colab](https://colab.research.google.com/github/onestardao/WFGY/blob/main/tools/wfgy_diagnose_colab.ipynb) detects: No.2 — [Interpretation Collapse](./retrieval-collapse.md) steps: run all, paste prompt+answer, read ΔS and fix tipλ_observe checkpoint — mid-step re-grounding
[open in colab](https://colab.research.google.com/github/onestardao/WFGY/blob/main/tools/wfgy_lambda_observe_colab.ipynb) fixes: No.6 — [Logic Collapse & Recovery](./logic-collapse.md) steps: run all, compare ΔS before/after, fallback to BBCR if neededε_resonance — domain-level harmony
[open in colab](https://colab.research.google.com/github/onestardao/WFGY/blob/main/tools/wfgy_e_resonance_colab.ipynb) explains: No.12 — [Philosophical Recursion](./philosophical-recursion.md) steps: run, tune anchors, read ελ_diverse — answer-set diversity
[open in colab](https://colab.research.google.com/github/onestardao/WFGY/blob/main/tools/wfgy_lambda_diverse_colab.ipynb) detects: No.3 — [Long Reasoning Chains](./context-drift.md) steps: run, supply ≥3 answers, read scorestatus & difficulty
| # | problem (with layer/tags) | difficulty* | implementation | |----|--------------------------------------------|-------------|----------------| | 1 | **[IN]** hallucination & chunk drift {OBS} | medium | ✅ stable | | 2 | **[RE]** interpretation collapse | high | ✅ stable | | 3 | **[RE]** long reasoning chains {OBS} | high | ✅ stable | | 4 | **[RE]** bluffing / overconfidence | high | ✅ stable | | 5 | **[IN]** semantic ≠ embedding {OBS} | medium | ✅ stable | | 6 | **[RE]** logic collapse & recovery {OBS} | very high | ✅ stable | | 7 | **[ST]** memory breaks across sessions | high | ✅ stable | | 8 | **[IN]** debugging black box {OBS} | medium | ✅ stable | | 9 | **[ST]** entropy collapse | high | ✅ stable | | 10 | **[RE]** creative freeze | medium | ✅ stable | | 11 | **[RE]** symbolic collapse | very high | ✅ stable | | 12 | **[RE]** philosophical recursion | very high | ✅ stable | | 13 | **[ST]** multi-agent chaos {OBS} | very high | ✅ stable | | 14 | **[OP]** bootstrap ordering | medium | ✅ stable | | 15 | **[OP]** deployment deadlock | high | ⚠️ beta | | 16 | **[OP]** pre-deploy collapse {OBS} | medium-high | ✅ stable | \*distance from default LLM behavior to a production-ready fix.
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