Successfully deploying multi-agent AI systems for complex problems necessitates a sophisticated coordination strategy. Each entity within the system must interact effectively to accomplish a shared goal. This requires careful architecture of the interaction platform, coupled with robust techniques for planning. Challenges arise in domains such as f