Successfully executing multi-agent AI systems for complex problems necessitates a sophisticated orchestration strategy. Each actor within the system must interact effectively to accomplish a shared target. This demands careful architecture of the interaction platform, coupled with robust methods for planning. Challenges arise in domains such as fau