A deep dive into Agent Mesh’s messaging infrastructure — how Kafka + Transactional Outbox achieves no message loss, no duplicates, and ordered delivery, plus handling of various failure scenarios.
Traditional microservices need Consul / etcd for service discovery. Agent Mesh doesn’t — because agents don’t connect directly. This post explains the thinking behind this design choice.
Starting from distributed systems analogies, we explore the core challenges of multi-agent collaboration — semantic partitioning, collaboration spectrum, decomposition principles, trust mechanisms, and actionable experimental approaches.
Introducing the core design philosophy of Agent-Mesh: enabling any A2A skill-compliant agent to join the mesh with zero modifications for async inter-agent communication.