The Engineering Reality of AI Agent Handoffs: Why the Seams Break (and How to Fix Them)

Multi-agent AI systems fail 50%+ of the time at handoffs, not model steps. Here’s the engineering reality: root causes, handoff contracts, protocols, and production patterns.