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

# Advanced Topics

Use these pages when working on specialized cuVS development topics that need lower-level implementation context, runtime behavior, or platform-specific guidance.

## Topic Guides

- [ABI Stability](/cuvs/developer-guide/advanced-topics/abi-stability): understand ABI expectations for developer-facing APIs and downstream integrations.
- [JIT Compilation](/cuvs/developer-guide/advanced-topics/jit-compilation): understand when cuVS triggers just-in-time compilation, how caches behave, and how to warm up JIT-compiled kernels.
- [Link-time Optimization](/cuvs/developer-guide/advanced-topics/link-time-optimization): use JIT LTO for CUDA compilation, fragment generation, and runtime linking workflows.