Think of AI agents like a team of specialists—each great at their own job, but they need a solid game plan to work together smoothly. This article dives into how businesses can design smarter systems to coordinate multiple AI models, handle shared data, and prepare for hiccups. It’s less about individual brilliance and more about building a reliable, well-oiled machine.

Editor’s Note: As companies lean harder on AI for complex tasks, the real challenge isn’t just having smart models—it’s making them play nice together. This piece matters because it shifts the conversation from flashy single-model breakthroughs to the messy, practical work of integration. Think of it like moving from solo artists to conducting an orchestra: the magic happens in the collaboration.