Multi-agent AI systems are gaining traction as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous actors that coordinate to achieve common goals. By harnessing the strength of collective insight, multi-agent AI can address complex problems that are beyond the capabilities of sing