Deploy Self-Evolving Agents for Faster, More Secure Research with a Hermes Agent and NVIDIA NemoClaw | NVIDIA Technical Blog

This post details the deployment of self-evolving AI agents using Hermes Agent and NVIDIA NemoClaw. It showcases how to securely integrate internal data (Outlook, Slack) with public data (GitHub, NVIDIA developer forums) using the OpenShell runtime, which enforces network policies and brokers credentials. A key contribution is the demonstration of agent self-improvement, where agents learn new skills (e.g., formatting daily digests) and persist them across deployments via snapshots, enabling faster and more secure research.