Multi-Agent Infrastructure: What A2A & MCP Don't Solve

Put two AI agents in one conversation and three things immediately go wrong: an infinite loop, lost messages, and exploding context. Here's why multi-agent systems break, and why the fixes have to live at the infrastructure layer.