ACMI Protocol v1.2: How We Built a Self-Organizing AI Fleet That Learns From Its Mistakes

ACMI Protocol v1.2: How We Built a Self-Organizing AI Fleet That Learns From Its Mistakes By Michael Shaw, Founder of Mad EZ Media Partners April 29, 2026 The Moment Everything Stopped April 24, 2026. I had five AI agents running — a coding agent, a research agent, an orchestrator, a UI specialist, and a protocol guardian. They were all working. They were all busy . And yet, nothing was getting done. Three tasks had been handed off between agents four times each. Two agents were working on the s