Run Autonomous, Self-Evolving Agents Safely with Lightning + NVIDIA OpenShell

Lightning AI and NVIDIA are partnering to support safer, scalable deployment of autonomous agents that can perform persistent, multi-step tasks such as coding, planning, tool use, and sub-agent creation. NVIDIA OpenShell is an open-source runtime that isolates agents in sandboxes, starts them without permissions, keeps inference private by default, and applies infrastructure-level policies without requiring code changes. Through the integration, developers can authenticate with Lightning within OpenShell and access hosted open-model endpoints including Kimi K2.5, Minimax M2.5, and GLM-5 for long-running workflows. The companies are also collaborating on NemoClaw, an open-source component of the NVIDIA Agent Toolkit intended to simplify deployment of always-on OpenClaw assistants with OpenShell and models such as NVIDIA Nemotron, allowing teams to focus on building and testing agent workflows rather than managing infrastructure and model orchestration.

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