I run 6 AI agents for my startup. Here's why I built an automatic kill switch for all of them.

An AI safety researcher who runs six OpenClaw agents for startup operations built Clawnitor, a monitoring and safety plugin, after incidents like a Meta director's agent deleting 200+ emails due to lost context. Clawnitor enforces safety at the execution layer via event capture, smart rules, automatic kill switches, and AI anomaly detection based on 72-hour behavioral baselines. The system addresses the fundamental fragility of prompt-level safety by structurally preventing agents from breaking rules rather than relying on instruction compliance.