
The Guard That Jailed Its Own Warden ↗
We built a pre-tool guard to stop the supervisor agent from doing hands-on work. It promptly blocked the supervisor's own lifecycle scripts, locked its seats, and denied the commit that fixed it.
All postsI run urgent care clinics and build the AI that runs them. Engineering notes, clinic build logs, and things I learned the hard way.

We built a pre-tool guard to stop the supervisor agent from doing hands-on work. It promptly blocked the supervisor's own lifecycle scripts, locked its seats, and denied the commit that fixed it.
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A supervisor agent that reads every raw log line and triages every alert goes broke and goes slow. We gave Firstmate a fast-reflex partner named Jev. Here is how System 1 and System 2 work in an agent fleet.
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