This is the second article in a series about using AI efficiently. In the first article we built tools to measure AI productivity with real session logs.

This time we'll look at a concrete case study: modernizing a 15-year-old homemade PHP blog in a single afternoon, with the help of Claude Code.

The blog you're reading right now was the guinea pig.