Multi-agent AI architectures are gaining traction as a transformative force in the realm of artificial intelligence. These intelligent systems comprise multiple autonomous actors that collaborate to achieve common objectives. By harnessing the strength of collective intelligence, multi-agent AI can resolve complex challenges that are beyond the sco