operations
How We Built a 20-Lane Supervisor That Triages Operational Signals With Deterministic Heuristics Before Any AI Touches Them
We run 25 microservices on a single VPS. Each service produces operational signals — failed systemd units, stuck pipeline leads, stale research artifacts, model evaluation regressions. Somebody has to watch all of it. We tried the obvious thing first: let an AI model read the system state and tell us what