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AI agents with multi-agent2026

Systèmes où plusieurs agents spécialisés collaborent — un planner, un coder, un reviewer, un writer. Surpasse les agents uniques sur les tâches long-horizon où la spécialisation des rôles aide.

Want the technical definition? Read the multi-agent glossary entry →

The 24 agents that ship multi-agent

Frequently asked

What is multi-agent in AI agents?+

Un système où plusieurs agents spécialisés coopèrent — par ex. planner, coder, reviewer, writer — pour résoudre mieux des tâches long-horizon qu'un agent unique.

Which AI agents support multi-agent?+

24 agents in our index ship multi-agent. The list above is sorted by community interest; Make.com Agents, AutoGen, CrewAI are the most-researched in 2026.

How do I evaluate multi-agent in an AI agent?+

Look for: (1) reliability across edge cases, not just demo videos; (2) how the agent recovers when multi-agent fails mid-task; (3) whether multi-agent is the default mode or an opt-in feature. Production-ready agents publish multi-agent benchmarks; demos and screenshots aren't enough.

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AI agents with multi-agent in 2026: 24 compared · AI Agent Rank