Green heartbeat pulse line across a dark monitoring dashboard with AI agent status indicators
AI Operations, How-To

Heartbeat Architecture: How to Monitor an AI Agent That Never Stops Running

How I built a heartbeat monitoring system for a self-hosted AI agent — cron health checks, status escalation, cost anomaly detection, and alerting before things break badly.