How we built a prompt optimization system that makes Claude Code's agents measurably better at their jobs. Bootstrap algorithms, semantic equivalence groups, and the problem of defining 'better' when the judge is also an AI.
The inaugural post. How this blog was built by talking to Claude, what three tiers of web complexity look like, and why radical transparency about the process is the point.