Successfully implementing multi-agent AI systems for complex problems necessitates a sophisticated coordination strategy. Each actor within the system must collaborate effectively to achieve a shared objective. This involves careful design of the interaction platform, coupled with robust methods for planning. Challenges arise in fields such as faul