I was underwhelmed the first time I used AI to code. The code it wrote was sloppy, incorrect, buggy, and didn’t even do what the AI agent said it could!

Things have changed a lot in the intervening two years. The tooling has matured and the frontier AI models have advanced significantly. Despite this, AI coding tools regularly output slop; something that is fine for a vibe-coded app used by friends and family, but not something that I could trust in production for paying customers.

To fix this, I have spent the last year developing a series of frameworks which allow me to ship production-ready code without writing a single line myself. These lessons were learned the hard way; I’ve spent thousands on Claude Claude, Codex, and Gemini CLI.

If you want to ship production code to paying customers, you should come along!