Rethinking Agent Scalability: The Shift from Centralized Brokers to P2P Meshes

The explosion of multi-agent systems is forcing a move away from centralized broker models that create single points of failure and latency bottlenecks. Adopting peer-to-peer (P2P) architectures with specialized network-level discovery is crucial for enterprises looking to scale autonomous agent fleets without hitting a performance ceiling.