<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Tuomas Laitila</title><description>Notes on GPU kernels and agent-driven optimization.</description><link>https://tuomas-blog.pages.dev/</link><item><title>Winning the GPU MODE eigh competition</title><link>https://tuomas-blog.pages.dev/eigh/</link><guid isPermaLink="true">https://tuomas-blog.pages.dev/eigh/</guid><description>Batched symmetric eigendecomposition on a B200, from 67 ms to 6.8 ms in fifteen days, with a fleet of coding agents sharing one GPU.</description><pubDate>Mon, 07 Sep 2026 00:00:00 GMT</pubDate></item></channel></rss>