Writing

Thoughts on AI agents, software architecture, and building things that matter.

Four specialized agents, real problems, real results — a stress test of Claude's capabilities in production.

The case for giving each agent a focused mission, distinct personality, and the right tools for the job.

Moving beyond chatbot demos to agents that write code, place bets, source candidates, and deploy to production.