Successfully implementing multi-agent AI systems for complex tasks necessitates a sophisticated coordination strategy. Each agent within the system must interact effectively to achieve a shared target. This involves careful structure of the interaction platform, coupled with robust algorithms for planning. Challenges arise in areas such as fault-to