Notes
On moving AI from "producing more" to "running as a system" — the checking side of the work, written for owners rather than engineers.
6 August 2026
Running four departments on your own
Asking one AI assistant to do everything produces work nobody has checked. Splitting it into planning, production, QA and analysis — with a pass gate between each — is what makes small-team output hold up.
6 August 2026
Why I don't say "AI can handle all of it"
Almost every AI incident I have seen happened in the part that was handed over completely. Where to keep a human decision gate, and how to write down the scope a person holds.
2 August 2026
Never let AI produce a number
You can spot a wrong sentence. You cannot spot a wrong number. Where the line sits when money is involved, and why AI earns its keep on the inspection side rather than the producing side.