The Coordination Problem: Why AI Agent Teams Need Governance

As organizations scale from single to multiple AI agents, coordination failures—not capability gaps—become the primary failure mode. This article reveals why governance frameworks including cross-agent verification, audit trails, and shared memory are essential safeguards when managing autonomous systems, and why prompt engineering alone cannot solve the multi-agent coordination problem identified as one of production AI's hardest unsolved challenges.