# Meta engineers present agent-built GPU megakernels on AMD hardware

> Original title: Coding agents that work on GPU kernels for days.

- Source: LMSYS Org
- Published: 2026-11-09T01:58:46.000Z
- Bad Influence: https://badinfluence.news/items/buaddwjfl31c9kf3x8ez5x88w
- Original: https://x.com/lmsysorg/status/2119610618076663919

## Summary

Chengze Fan and Oguz Ulgen from Meta present "Agentic Development of Megakernels on AMD," on using coding agents to build GPU kernels over days. The talk covers profiling and numerical parity checks for faster serving.

## Post

Coding agents that work on GPU kernels for days.

Chengze Fan and Oguz Ulgen from @Meta present “Agentic Development of Megakernels on AMD,” on agent-built megakernels, profiling and numerical parity checks for faster serving.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHWpYxbZboAE1oQh.jpg&mode=thumb&exp=1794528000&sig=c488f830fae4e29f)