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Sam Witteveen
Sam Witteveen
5/21/2026
OpenShell Agents

OpenShell Agents

Short summary

Sam Witteveen walks through OpenShell, NVIDIA's out-of-process safety layer for NemoClaw agent blueprints integrated with LangChain's DeepAgent framework. The tutorial covers OpenShell architecture, supervisor controls (validation, rate-limiting, resource enforcement, output filtering), and a complete end-to-end agent implementation. Essential for developers building production LLM agents.

  • OpenShell provides out-of-process enforcement for NemoClaw agent blueprints
  • Tutorial demonstrates LangChain DeepAgent framework integration with supervisor controls
  • Includes end-to-end implementation example and architecture walkthrough

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