Nvidia has introduced the OpenShell Reference Architecture, a full-stack blueprint for containing and monitoring AI agents. The design pairs a software sandbox running on Vera CPUs with Sentry monitoring on BlueField-4 chips.

According to Nvidia, the architecture is intended to let companies run autonomous agents while enforcing limits that the agents cannot reach.