> 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 NVIDIA cuVS development topics that need lower-level implementation context, runtime behavior, or platform-specific guidance.

## Topic Guides

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