The Semantic CPU
The LLM is a stateless executor — powerful but unfinished. The opportunity isn't a better model. It's the rest of the computer.

Builder. Breaker. Thinker. 🧿 Building useful systems of people and things.
The LLM is a stateless executor — powerful but unfinished. The opportunity isn't a better model. It's the rest of the computer.
We dispatched two investigations for the same bug: Claude Code's root-cause agent, and h00bert investigating himself. h00bert was faster, deeper, and more correct.
You're running a company through a single conversation and wondering why it doesn't scale. The fix isn't a better model. It's org design.
The threat isn't AI taking your job. It's the person next to you who decided to actually learn from it while you were busy constructing principled objections and making excuses.
The site is back. So am I. Writing about systems, software, AI, and the things I'm building.