PANDA is a decentralized architecture for scalable, fault-tolerant multi-agent systems. It allows agents to discover each other's capabilities, self-organize into teams, and load-balance tasks. PANDA supports multiple planning and execution patterns and detects failures, replanning and recovering affected tasks.