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