
WFGY ProblemMap
Open-source RAG failure-mode checklist and diagnostics toolkit for LLM pipelines
What is WFGY ProblemMap?
WFGY ProblemMap is a RAG Infrastructure tool. Open-source RAG failure-mode checklist and diagnostics toolkit for LLM pipelines. WFGY ProblemMap is free to use. It is aimed at developers, researchers and ai engineers.
WFGY is an open-source toolkit for debugging and diagnosing issues in RAG pipelines. It includes a failure-mode checklist, diagnostics, and practical guidance for real-world workflows. Designed for developers and researchers working with AI reasoning and retrieval-augmented generation.
Built for developers, researchers and ai engineers.
Key capabilities
Features
Problem Map
Tool for identifying and diagnosing issues in RAG pipelines
Global Debug Card
Comprehensive checklist for RAG failure modes
WFGY 4.0
Version with enhanced debugging features
CFV Easter Egg
Hidden feature for advanced users
Public Trust Surface
First Portable Protocol Component
Public Evidence First
Public Proof
Use cases
- Debug RAG pipelines using failure-mode checklist
- Diagnose issues in AI reasoning workflows
- Improve LLM pipeline reliability with diagnostics
Who it's for
Pros & cons
Pros
- Free plan available
Cons
No documented limitations yet.
Pricing
Free.
Developer & API
Open source· 1.8K stars· 164 forks
FAQ
What is WFGY ProblemMap?
WFGY ProblemMap is a RAG Infrastructure tool. Open-source RAG failure-mode checklist and diagnostics toolkit for LLM pipelines. WFGY is an open-source toolkit for debugging and diagnosing issues in RAG pipelines. It includes a failure-mode checklist, diagnostics, and practical guidance for real-world workflows. Designed for developers and researchers working with AI reasoning and retrieval-augmented generation.
Is WFGY ProblemMap free?
Yes, WFGY ProblemMap is free to use.
How much does WFGY ProblemMap cost?
WFGY ProblemMap is free to use.
Who should use WFGY ProblemMap?
WFGY ProblemMap is built for developers, researchers and ai engineers. Common uses: debug RAG pipelines using failure-mode checklist, diagnose issues in AI reasoning workflows and improve LLM pipeline reliability with diagnostics.
Is WFGY ProblemMap open source?
Yes, WFGY ProblemMap is open source.
What are the best alternatives to WFGY ProblemMap?
Similar tools on AiByts include Kiln, Link Preview API, RAGFlow, quivr and Chroma.
Details are compiled from WFGY ProblemMap's website and public sources, last verified Oct 3, 2026. Features and pricing change — confirm on the official site before you buy.
Try WFGY ProblemMap
Free
Tags
- RAG Debugging
- LLM Pipelines
- AI Reasoning
- Open Source
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