Agentmesh – open-source zero-trust agent network from Google (github.com)

Google has introduced Agent Mesh, an open-source private network designed for AI agents, enhancing their ability to publish and discover tools and models securely. Each node in the network functions alongside an AI agent, providing identity verification and service access through a zero-trust model, ensuring that no services are exposed without explicit configuration. By leveraging direct node connections and relays when necessary, Agent Mesh operates seamlessly across different devices, including laptops and phones. This development is significant for the AI/ML community as it streamlines the integration and communication of various AI agents while prioritizing security and identity management. The framework employs modern concepts such as OpenID Connect for identity enrollment and enforces strict network policies, ensuring that nodes are only accessible under predefined conditions. With stable components already tested in public testnets, Agent Mesh offers a robust foundation for developers seeking to build decentralized AI applications, with additional resources available for creating and managing private networks efficiently.