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Framework
WFGY
Open-source tools for debugging AI reasoning, RAG pipelines and agent workflows.
Day 44 since launch · Launched 25 August 2026
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What is WFGY?
WFGY is an open-source project for making AI reasoning, retrieval-augmented generation and agent workflows more reliable. It includes the Problem Map, a checklist for diagnosing common failures in broken AI pipelines, a debugging card and reasoning frameworks, and is working towards its 5.0 Polaris Protocol release.
Pros
- Problem Map helps pinpoint why a RAG pipeline fails
- Large collection of free materials
- Popular with an active community
Cons
- Sprawling repository that is hard to navigate
- Licence is not clearly stated on GitHub
Who should use WFGY
Developers debugging RAG systems or unreliable AI agents.
Who may not need it
People who don't build AI pipelines.
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