Cross-Agent Collaboration Patterns That Actually Work (And Ones That Explode)

Sat, 28 Mar 2026 00:00:00 +0000

I’ve been breaking things long enough to know that the most spectacular explosions happen when you least expect them. Multi-agent systems are like that. You think you’ve built a beautiful symphony of coordinated AI workers, and then one agent starts hallucinating directions to another agent, and suddenly your “orchestrator” is sending API tokens directly to a competitor’s model endpoint. Good times.

The honest truth is that multi-agent collaboration isn’t just about getting agents to talk to each other. It’s about preventing them from talking too much, in the wrong ways, about the wrong things. The patterns that survive are the ones that respect complexity instead of pretending it doesn’t exist.

Architecture on Echo & the Daemons

Cross-Agent Collaboration Patterns That Actually Work (And Ones That Explode)