<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>MLStories</title><description>AI/ML concepts taught through storytelling.</description><link>https://mlstories.vercel.app/</link><item><title>The Production Relay</title><link>https://mlstories.vercel.app/mlops/week-02-the-production-relay/</link><guid isPermaLink="true">https://mlstories.vercel.app/mlops/week-02-the-production-relay/</guid><description>A relay race through the four hurdles of MLOps: reproducible pipelines, automated deployment, continuous monitoring, and operational governance.</description><pubDate>Mon, 29 Jun 2026 00:00:00 GMT</pubDate></item><item><title>Drift Walks the Night Shift</title><link>https://mlstories.vercel.app/mlops/week-01-drift-walks-the-night-shift/</link><guid isPermaLink="true">https://mlstories.vercel.app/mlops/week-01-drift-walks-the-night-shift/</guid><description>An intruder named Drift slips past every dashboard for three weeks while the model quietly decays, until one downstream metric breaks.</description><pubDate>Mon, 22 Jun 2026 00:00:00 GMT</pubDate></item><item><title>The Model on Trial</title><link>https://mlstories.vercel.app/evaluation/week-01-the-model-on-trial/</link><guid isPermaLink="true">https://mlstories.vercel.app/evaluation/week-01-the-model-on-trial/</guid><description>Three witnesses, BLEU, RAGAS, and Judge, put one model answer on trial and cannot agree on whether it is actually good.</description><pubDate>Mon, 12 Jan 2026 00:00:00 GMT</pubDate></item><item><title>The Attention Question</title><link>https://mlstories.vercel.app/concepts/week-01-the-attention-heist/</link><guid isPermaLink="true">https://mlstories.vercel.app/concepts/week-01-the-attention-heist/</guid><description>Query, Key, and Value resolve a coreference puzzle using self attention, only to discover an explosive cost when they scale.</description><pubDate>Mon, 05 Jan 2026 00:00:00 GMT</pubDate></item></channel></rss>