nCompass AI Assistant

Coding agents like Claude Code are great at generating GPU kernels if they’re told what your bottlenecks are. But they struggle to diagnose these performance bottlenecks themselves. The nCompass agent fills this gap by identifying key performance bottlenecks in the code and providing strategies to resolve them. By supercharging Claude Code with our agent, we generated matrix multiplication kernels that were 3% faster than NVIDIA's CUTLASS kernels in a single session. Now it’s your turn.