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

# Infrastructure

Learn how to deploy NeMo Gym and plan cluster resources for training.

#### [Deployment Topology](/infrastructure/deployment-topology)

Server deployment patterns and training framework integration.

deployment

topology

training-integration

#### [Sandbox API](/infrastructure/sandbox)

Provider-neutral isolated execution for agents, resources servers, and benchmark harnesses.

execution

sandbox

providers

#### [Engineering Notes](/infrastructure/engineering-notes)

Technical notes on infrastructure decisions and design rationale.

engineering-notes

case-studies