
Prepare Your Codebase for AI Agents, One Change at a Time
A practical method for making an existing codebase easier to change: name one painful change, clear only its path, and let the finished change justify the cleanup.
Articles and insights about code quality.

A practical method for making an existing codebase easier to change: name one painful change, clear only its path, and let the finished change justify the cleanup.

Shipping every day is how small teams win. But daily delivery without discipline is just expensive rework. Here is how we balance daily shipping with code quality, clean architecture, and constant refinement.

AI agents can accelerate delivery, but they also amplify the patterns already living in your codebase, so cleanup and standardization should come first.

How to use AI tools in your development workflow without piling up technical debt.

Learn to recognize the early indicators that your AI or vibe coding project is heading for trouble before it's too late.

Learn the critical warning signs and red flags that signal your vibe coding project is heading for trouble before it's too late.