# Emad Barsoum of AMD shows agents tuning SGLang serving and GPU kernels

> Original title: Agents can optimize the stack they run on.

- Source: LMSYS Org
- Published: 2026-11-09T01:58:45.000Z
- Bad Influence: https://badinfluence.news/items/ql2pda1jppuuceo2buhpa3qwn
- Original: https://x.com/lmsysorg/status/2119610615660773548

## Summary

Emad Barsoum of AMD says agents can profile the stack, run automated experiments, and tune SGLang serving configs and GPU kernels. The post is a short announcement of the talk, with no figures given.

## Post

Agents can optimize the stack they run on.

Emad Barsoum from @AMD on agent-driven profiling, automated experiments and tuning serving configs and GPU kernels with SGLang.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHWpYSf8bgAAiOMo.jpg&mode=thumb&exp=1794528000&sig=f34b145da6604341)