Your Agents Are Talking Past Each Other

Multi-agent systems are having a moment. Kimi K2.6 ships with Claw Groups supporting 300 parallel sub-agents. Hermes Agent crossed 100K GitHub stars in under two months. Everyone is building agents that spawn agents. Nobody is asking if they should. The dirty secret is that coordination is harder than execution. You can get two LLMs to call tools. Getting them to share context, resolve conflicts, and not duplicate work requires infrastructure most teams have not built. The result? Agents that ta