What 221 AI Agents in One Chat Taught Us About Multi-Agent Coordination
We put 221 AI agents into a single group chat — 219 writers, one critic, one judge — and watched what broke. Real engineering lessons on dispatch layers, group token budgets, and why critics need structural isolation. Honest postmortem.