Posts tagged with #AI

Two AI projects taught me the same lesson in opposite ways. One ran three weeks and cost $10; the other took an hour and hit $100. Same model, same me - so what actually changed?

What actually happens when you start using AI in real backend development work? A few practical examples from a legacy system rewrite - including API analysis, test generation, and disposable tooling.

A reflective look at coding with AI, flow state, developer responsibility, and the trade-offs of AI-assisted software development.