NVIDIA GTC 2026: Agent Toolkit and OpenShell Give Enterprises Open-Source Framework to Deploy AI Agents at Scale
Jensen Huang declared an agentic AI inflection point at GTC 2026 this week, and NVIDIA backed that declaration with something concrete: a full open-source software stack for enterprises to build, govern, and deploy autonomous AI agents at production scale. The centerpiece is the NVIDIA Agent Toolkit — an open-source collection of models, agents, runtimes, and skills designed to make it practical for large organizations to deploy agents that can independently complete complex, multi-step tasks. Alongside it, NVIDIA released OpenShell, an open-source runtime that enforces security, network, and privacy guardrails for autonomous agents — addressing one of the biggest friction points in enterprise adoption. ...