The 200-Minute AI Debug Trick That's Changing How We Ship Code

Shipping software isn't just about writing code—it's about the hours spent testing, debugging, and refactoring. But what if AI could handle that grunt work?

@amasad just dropped a game-changer: Replit's Agent 3 can autonomously debug for 200+ minutes, pushing through barriers where other AI agents get stuck. Think Tesla FSD, but for code maintenance.

The Quick Trick

1. Let the AI agent run initial tests
2. When it finds bugs, it auto-generates fixes
3. Then it tests those fixes
4. Repeats until everything passes
5. Ships only when confidence is high

The magic? It doesn't just stop at the first error—it keeps going, learning from each fix.

How to Run This With CodeBrain

1. Open your CodeBrain Obsidian vault
2. Use SuperWhisper to tell Claude Code: 'Start autonomous debug session for [project]'
3. Rube MCP will spin up a sandboxed environment
4. Claude runs tests, fixes, and validation in cycles
5. Review the changes in your vault's Debug Log

The privacy-first setup means your code never leaves your system, while the Rube MCP connector lets Claude push fixes directly to your repo when approved.

Source: Replit Agent 3 Demo