Successfully executing multi-agent AI systems for complex tasks necessitates a sophisticated management strategy. Each entity within the system must interact effectively to achieve a shared objective. This involves careful design of the interaction platform, coupled with robust techniques for planning. Challenges arise in fields such as fault-toler