Multi-Agent Collaboration Patterns: How to Choose the Right One for Your AI Project

Five Multi-Agent Collaboration Patterns: How to Choose and Use the Right One The core question this article answers: When you need multiple AI agents to collaborate on a task, which pattern should you use? How do you know which one fits your scenario? And what happens if you pick the wrong one? I’ve seen many teams pick a multi-agent pattern because it sounded “impressive” rather than because it actually fit their problem. That approach usually leads to trouble. Here’s my straightforward advice: start with the simplest pattern that can possibly work, watch where it hits bottlenecks, then evolve from there. …