#human-in-the-loop

Approval gates for deleting files, changing access, deploying code, sending messages and admin commands. We tested 6 gate designs on 77 actions; letting the AI decide went badly.

What changes when agents run for days, wait for humans and act on real systems? We built one with LangGraph, crashed it on purpose and measured what kept it safe.