📍 Public navigation index for the WFGY AI Troubleshooting Atlas.
Quick links, fast onboarding, and a 60 second try for builders who want to debug AI systems with a better first cut.
This repo is a lightweight entry point for the WFGY AI Troubleshooting Atlas.
It is built for people who want to:
- reach the Atlas fast
- understand the core idea in under a minute
- try the workflow without digging through the whole repository first
This repo is not the canonical source.
The full source of truth lives in the main WFGY repository, here:
WFGY AI Troubleshooting Atlas
Open the WFGY AI Troubleshooting Atlas
Go to the main WFGY repository
Open the Problem Map directory
If your AI coding session, agent workflow, or debugging process is already drifting, try this:
Step 1
Open the Atlas
Step 2
Download the raw file or copy the Atlas content into your clipboard
Step 3
Paste it into your model together with:
- your failing case
- the current wrong behavior or error
- the latest prompt, trace, or workflow context
Step 4
Ask the model to do three things:
- identify the most likely failure family
- explain why the first diagnosis may be wrong
- propose the smallest valid next repair step
That is the core idea.
A lot of AI debugging pain does not come from the final fix.
It starts when the first cut goes into the wrong direction.
The Atlas is designed to reduce that cost before random patching begins.
In real debugging work, the biggest waste often happens before the repair.
The wrong first diagnosis creates hidden cost:
- extra trial and error
- patch stacking
- more side effects
- false confidence
- longer time to reach the real root cause
The WFGY AI Troubleshooting Atlas exists to make that first routing step more visible, more structural, and more reliable.
It is especially useful for:
- AI coding workflows
- agent systems
- prompt driven debugging
- multi step reasoning failures
- cases where the session is drifting but still pretending to be coherent
This repo is useful if you are:
- building with LLMs
- debugging agent behavior
- working on AI workflows
- trying to reduce wasted debug time
- tired of patching the symptom while missing the real failure surface
If that sounds familiar, start here:
Open the Atlas
This repository is only a shortcut index.
The canonical source lives here:
Canonical Atlas source
The broader project lives here:
Main WFGY repository
If this entry point helps you, please consider starring the main project here:
Star WFGY