Hey everyone! I think writing GPU code is going to be something that's going to become ubiquitous even though today it's a tough and time consuming process. Claude Code and Cursor agents have gotten great at writing GPU kernels once they know what to target. What's missing is the tooling to get them there.

We're building that tooling at https://ncompass.tech. Our agent analyzes the profile and 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.