Five Design Principles for Multi-Agent Collaboration: From Pitfalls to Production

Starting from distributed systems analogies, we explore the core challenges of multi-agent collaboration — semantic partitioning, collaboration spectrum, decomposition principles, trust mechanisms, and actionable experimental approaches.

May 15, 2026 · 18 min · 3747 words