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<title>AI News: Hamel Husain</title>
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<description>Latest publications from Hamel Husain, aggregated by AI News from the official source.</description>
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<lastBuildDate>Fri, 23 Oct 2026 19:08:30 GMT</lastBuildDate>
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<item><title>Hamel Husain: How To Use Decision Models for Evals</title><link>https://hamel.dev/blog/posts/decision-model-evals/</link><guid isPermaLink="false">https://hamel.dev/blog/posts/decision-model-evals/</guid><pubDate>Tue, 20 Oct 2026 07:00:00 GMT</pubDate><category>voices</category><description>Decision models have exploded onto the scene recently, starting with TypeSafe’s Jev, followed by Perplexity’s Decider, Liquid’s d1, Cloudflare’s Clef, and OpenAI’s Decisions API 1 . These models promise fast, inexpensive classification. Decision models are an appealing low-cos…</description></item>
<item><title>Hamel Husain: Claude’s new auto eval tool</title><link>https://hamel.dev/blog/posts/claude-auto-evals/</link><guid isPermaLink="false">https://hamel.dev/blog/posts/claude-auto-evals/</guid><pubDate>Wed, 30 Sep 2026 07:00:00 GMT</pubDate><category>voices</category><description>Anthropic released new eval tooling for Claude Code . Their claude-api plugin now includes a new build_eval and hill-climb command that helps you build evals, check the graders, and improve your application against them. I usually don’t review eval tools because software chang…</description></item>
<item><title>Hamel Husain: AI Evals: Everything You Need to Know</title><link>https://hamel.dev/blog/posts/evals-faq/</link><guid isPermaLink="false">https://hamel.dev/blog/posts/evals-faq/</guid><pubDate>Fri, 18 Sep 2026 07:00:00 GMT</pubDate><category>voices</category><description>This document curates the most common questions Shreya and I received while teaching 5,000+ engineers and PMs AI Evals. Warning: These are sharp opinions about what works in most cases. They are not universal truths. Use your judgment. How to use this FAQ Browse the questions …</description></item>
<item><title>Hamel Husain: AI Product Engineering Notes</title><link>https://hamel.dev/</link><guid isPermaLink="false">https://hamel.dev/</guid><pubDate>Wed, 12 Aug 2026 07:00:00 GMT</pubDate><category>voices</category><description>Notes from 13 sessions on evals, context, and systems. 9.5 hours of talks distilled into about 20 minutes of reading.</description></item>
<item><title>Hamel Husain: “It’s Hard to Eval” Is a Product Smell</title><link>https://hamel.dev/blog/posts/eval-smell/</link><guid isPermaLink="false">https://hamel.dev/blog/posts/eval-smell/</guid><pubDate>Mon, 29 Jun 2026 07:00:00 GMT</pubDate><category>voices</category><description>For the past 3 years, AI evals have been my professional focus. 1 The most common objection I hear to evals is “our product is hard to eval”. This objection is a product smell. Artifacts that are hard for you to verify are often hard for users too. In the worst case, users hav…</description></item>
<item><title>Hamel Husain: The Revenge of the Data Scientist</title><link>https://hamel.dev/blog/posts/revenge/</link><guid isPermaLink="false">https://hamel.dev/blog/posts/revenge/</guid><pubDate>Thu, 26 Mar 2026 07:00:00 GMT</pubDate><category>voices</category><description>Is the heyday of the data scientist over? The Harvard Business Review once called it “The Sexiest Job of the 21st Century.” 1 In tech, data scientist roles were often among the best paid. 2 The job also demanded an unusual mix of skills: Data Scientist (n.): Person who is bett…</description></item>
<item><title>Hamel Husain: Evals Skills for Coding Agents</title><link>https://hamel.dev/blog/posts/evals-skills/</link><guid isPermaLink="false">https://hamel.dev/blog/posts/evals-skills/</guid><pubDate>Mon, 02 Mar 2026 08:00:00 GMT</pubDate><category>voices</category><description>Today, Shreya Shankar and I are publishing evals skills , a set of skills for AI product evals 1 . Eval tools often get in the way. They nudge you toward generic off-the-shelf metrics and fully automated evals before you’ve looked at your data. These skills help you avoid comm…</description></item>
<item><title>Hamel Husain: Why I Stopped Using nbdev</title><link>https://hamel.dev/blog/posts/ai-stack/</link><guid isPermaLink="false">https://hamel.dev/blog/posts/ai-stack/</guid><pubDate>Sun, 18 Jan 2026 08:00:00 GMT</pubDate><category>voices</category><description>Programmers love to proclaim they’ve found the best tool. Paul Graham called Lisp his “ secret weapon .” DHH described Ruby as “ a magical glove that just fit my brain perfectly .” Pieter Levels ships million-dollar products with vanilla PHP and jQuery . These declarations are…</description></item>
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