Everywhere you look, people are talking about AI agents like they’re just a prompt away from replacing entire departments. The dream is seductive: Autonomous systems that can handle anything you throw ...

Imagine an AI system so adaptable it can break down intricate problems into manageable pieces, delegate tasks to specialized sub-agents, and dynamically adjust its approach based on real-time data.

When I first started working with multi-agent collaboration (MAC) systems, they felt like something out of science fiction. It’s a group of autonomous digital entities that negotiate, share context, ...