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Every night at 03:30 an AI agent runs the growth function of this agency: drafts, hygiene, analytics. It has never published or sent anything on its own. These are the governance rules that make that safe, and the bugs each rule caught.
I run a good part of my company's operations on AI agents, and I keep a score of what independent verification catches. Over the past month it caught something real every single time it ran. Here are the failures, the mechanisms behind them, and the four rules we operate by now.
I run a chunk of my company on AI agents working overnight. The failures that cost me were never the model being dumb — they were timeouts, cron strings, code signing and a report nobody could reach. Field notes with the numbers.
About fifteen questions, five minutes — Shyam writes it himself, free.
