Learn to fix
what AI builds.

KB Cafe is a free AI knowledge base for developers. Its hands-on labs teach you to recover when AI damages something and verify when AI says something works, right in your browser.

Hands-on labs

Two failures you can practice on

Each lab runs in your browser on sample data, with no signup.

Your AI agent just blanked your files. Can you get them back?

Find the damage on a sample project, restore what you can, and prove it came back.

Your test passed. Can it actually fail?

Plant a forbidden word, watch the guard miss it, find the invisible character, and repair the regex.

Why these labs exist

Both come from real failures on projects built with AI agents. Each write-up separates what the record shows from what the lab reconstructs, and says what could not be checked.

Tools to help you investigate

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