> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/openshell/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/openshell/_mcp/server.

# Tutorials

> Step-by-step walkthroughs for OpenShell, from first sandbox to production-ready policies.

Hands-on walkthroughs that teach OpenShell concepts by building real configurations. Each tutorial builds on the previous one, starting with core sandbox mechanics and progressing to production workflows.

Create a sandbox, observe default-deny networking, apply a read-only L7 policy, and inspect audit logs. No AI agent required.

Launch Claude Code in a sandbox, diagnose a policy denial, and iterate on a custom GitHub policy from outside the sandbox.

Configure a Providers v2 Microsoft Graph provider with gateway-managed OAuth2 refresh-token rotation.

Route inference through Ollama using cloud-hosted or local models, and verify it from a sandbox.

Route inference to a local LM Studio server using the OpenAI-compatible or Anthropic-compatible APIs.

Run the OpenShell gateway as a Docker Compose service and create agent sandboxes including OpenClaw.