How to Build a Self-Healing AI Agent System: Lessons from 70+ Production Bugs

A practical guide to building a self-healing monitoring system for multi-agent AI architectures. Covers 21 code scan patterns, 13 runtime health checks, auto-restart with cooldown, pipeline stall recovery, and budget burn rate monitoring — all born from an 11-round debugging marathon.