Successfully deploying multi-agent AI systems for complex challenges necessitates a sophisticated coordination strategy. Each entity within the system must collaborate effectively to attain a shared goal. This involves careful design of the interaction mechanism, coupled with robust methods for planning. Challenges arise in fields such as resilienc