
multi-agentai-agents
What Happens When AI Agents Talk to Each Other
MCP connects agents to tools. A2A connects agents to each other. Here's what multi-agent communication looks like in practice, what works, and what's still broken.
UniClaw Team·

MCP connects agents to tools. A2A connects agents to each other. Here's what multi-agent communication looks like in practice, what works, and what's still broken.

Multi-agent orchestration is trending in 2026, but most advice stays abstract. Here's what actually works, what breaks, and how to start.