The landscape of artificial intelligence experiencing a profound transformation, driven by the emergence of autonomous intelligence. This paradigm shift involves the deployment of multiple AI agents that interact autonomously to solve complex problems. Unlike traditional centralized AI systems, where a single powerful entity manages all processes,