The AI Debugging & Refactor Playbook

This is the playbook I wish someone handed me after I spent nights chasing AI hallucinations, broken PRs, and spaghetti-code MVPs.


Inside you’ll get:

– How I actually debug with AI (step-by-step, mindset + workflows)

– The exact debugging prompts I use across Cursor, Claude, GPT

– Refactor techniques that scale with solo AI building

– How to manage AI-driven tech debt before it buries you

– Real-world checklists from live shipped products


This isn’t theory. It’s what I run on my own projects — solo-built, vibe-coded, shipping in public.

Build Cleaner, Ship Faster

Built by one dev. Battle-tested in public. Cheaper than your next croissant.
Price increases once the next section drops.

Over 3,000+ devs joined the community.

Get the Playbook