Everyone's pouring their team's knowledge into one tank and asking the tank. A merged company brain is the one-eyed version — huge memory, zero depth. Connect the smart brains you already have instead.

Why your AI tools keep producing content nobody cares about. The constraint was never the model — it's the judgment that precedes generation. The input layer is where all the leverage lives.

512,000 lines of Anthropic's source leaked. Most read it as a security story; the builders worth listening to read it as a blueprint — and the blueprint is the harness, not the model.

I built a knowledge system. It started thinking for itself. The difference between a library and a librarian is judgment — and judgment is what compounds.

My job changed six times in 18 months — not the title, the actual work. The six stages of working with AI, from prompting to running a team that happens to be artificial.