
Engineering
Position-Level Orphan Detection: Why Heartbeat Monitoring Isn't Enough
A 16-hour outage taught me that bot liveness and position safety are separate monitoring concerns. The gap between them is where losses live.
June 4, 20267m read

A 16-hour outage taught me that bot liveness and position safety are separate monitoring concerns. The gap between them is where losses live.

Every autonomous system needs a kill switch. Almost no one actually runs the drill. I did — and found two production bugs hiding inside tests that passed.

Every system I built was designed to run autonomously. None of them were designed to stop. That's a problem when you're the only human in the org chart.