As AI agents become more capable, systems with multiple interacting agents are emerging. This question explores designing, coordinating, and managing multi-agent AI systems.

Contributors can discuss architectures for agent communication, task allocation, and conflict resolution. Share frameworks like AutoGen, CrewAI, and emerging standards.

How do you prevent unintended emergent behaviors? What are the security implications of multi-agent systems? How do you validate system-wide outcomes?