Writing

Legal reasoning and incident response follow the same pattern. The crossover surprised me. What doesn't transfer is more interesting.

The surprising overlaps between 25 years of infrastructure work and a law degree, plus what doesn't transfer at all.

How 25 years of networking and solutions architecture transferred directly into building and operating a multi-agent AI platform — and what that means for infrastructure people who want to build.

What separates a useful AI agent from an expensive one isn't model capability. It's information architecture. Lessons from hundreds of Claude Code sessions running production infrastructure.