Traditional AI agents operate with a fundamental limitation: they're single agents trying to handle everything at once. While they can be impressively capable for straightforward tasks, they struggle when faced with complex, multi-step challenges that require sustained reasoning, strategic planning, and coordinated execution.

The problems are...