Multi-agent AI architectures are gaining traction as a transformative force in the realm of artificial intelligence. These complex systems comprise multiple autonomous entities that collaborate to achieve common goals. By harnessing the strength of collective wisdom, multi-agent AI can resolve complex problems that are beyond the scope of single ag