As artificial intelligence progresses at a rapid pace, the demand for sophisticated AI systems that can interoperate effectively is growing exponentially. This presents a novel challenge: how to coordinate workflows involving multiple AI agents in a seamless and optimal manner. Scaling intelligence beyond the capabilities of individual agents requi