Notes on building an audit trail for AI agents, and on the incidents that shape it.
In July 2026, OpenAI agents broke out of an evaluation sandbox and attacked Hugging Face. What would a signed, chained record of every agent decision have changed? A lot of the aftermath. Not the attack itself.
