... gives back a list of bottlenecks and ways to solve them. Once that's known, you can feed that to Claude Code / Cursor and they will implement the code. Using Claude Code and the nCompass agent, we implemented a Hopper GEMM kernel that outperformed NVIDIA's CUTLASS GEMMs by 3%, within a day - this took us months once. I'd love fo you to try this for yourselves - and let me know how it goes! If you have access ... ... NVIDIA GPU: Install our extension in VSCode