AI Debugging & Refactor Playbook (June 2025 Edition)

Build faster. Debug smarter. Ship cleaner.

You’ve shipped an MVP. You’ve vibe-coded with Cursor, Claude, GPT.

Now your stack is… “interesting.” Bugs creep in. Tech debt grows.

You need a way to debug and refactor that actually works in AI-assisted dev flows.

This playbook gives you that system.

What’s inside:

Full Debug Ritual → How to scope bugs, prompt AI, review suggestions, and test with confidence

Refactor Framework → How to clean your codebase without blowing it up

Advanced Techniques → Multi-AI strategy (Claude, GPT-4, Cursor agents), best tools, battle-tested prompts

Best Practices → From 6+ months of shipping AI-assisted products (what works, what burns you)

Links to pro resources → Videos, articles, prompt libraries to go deeper

Who it’s for:

• Solo indie AI builders
• Vibe coders who use Cursor + Claude + GPT in dev workflows
• Anyone who’s hit that “my app works but is scary inside” moment
• Builders launching to Reddit / HN / Product Hunt and want to trust what they ship

→ Saves you weeks of wasted time, busted launches, and 2am bug hunts.

→ Works with your main AI builder guide or as a standalone.

Lead the machine. Clean your code. Ship anyway.