A person stays accountable.
Consequential decisions stay with a person. A system can draft, find or flag. It does not send, disable or file on its own.
Principles
How the work is judged.
Four short doctrines. They are how I try to work, not a product promise and not a certification.
Doctrines
Four doctrines.
Brief and plain.
Systems are owned by the people who use them.
The people who run the work should own the system. Data stays theirs. The method is a way to build, not a product they rent forever.
Governed AI over autonomous AI.
I would rather a slower, reviewed step than an agent that acts alone. No model is claimed as live unless the work page says it is.
Honest status over hype.
Live, ready for a pilot, or in design. I say what exists, what is being designed, and what is not. I do not invent customers, metrics or uniqueness.
If a piece of work cannot meet these, I do not describe it as done. Status stays on the work page, in plain words.