<?xml version="1.0" encoding="utf-8"?>
<rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/">
    <channel>
        <title>Clint Johnson — evaluation</title>
        <link>https://www.clint-johnson.com/articles/tag/evaluation</link>
        <description>Articles tagged evaluation by Clint Johnson.</description>
        <lastBuildDate>Tue, 23 Jun 2026 00:30:56 GMT</lastBuildDate>
        <docs>https://validator.w3.org/feed/docs/rss2.html</docs>
        <generator>https://github.com/jpmonette/feed</generator>
        <image>
            <title>Clint Johnson — evaluation</title>
            <url>https://www.clint-johnson.com/og-image.png</url>
            <link>https://www.clint-johnson.com/articles/tag/evaluation</link>
        </image>
        <copyright>All rights reserved 2026</copyright>
        <item>
            <title><![CDATA[Stop Shipping Features: Why AI Products Need an Experiment Mindset]]></title>
            <link>https://www.clint-johnson.com/articles/experiment-velocity-beats-features</link>
            <guid isPermaLink="false">https://www.clint-johnson.com/articles/experiment-velocity-beats-features</guid>
            <pubDate>Thu, 11 Dec 2025 00:00:00 GMT</pubDate>
            <description><![CDATA[12 features shipped in a quarter. Zero meaningful metrics moved. AI products aren't software projects. The roadmap is a hypothesis board, not a delivery schedule, and treating it otherwise is expensive.]]></description>
            <content:encoded><![CDATA[12 features shipped in a quarter. Zero meaningful metrics moved. AI products aren't software projects. The roadmap is a hypothesis board, not a delivery schedule, and treating it otherwise is expensive.]]></content:encoded>
            <author>clint@1putthealth.com (Clint Johnson)</author>
            <enclosure url="https://images.clint-johnson.com/articles/experiment-velocity-beats-features/hero.png" length="0" type="image/png"/>
        </item>
        <item>
            <title><![CDATA[Every Failed AI Product Has the Same Root Cause]]></title>
            <link>https://www.clint-johnson.com/articles/every-failed-ai-product-root-cause</link>
            <guid isPermaLink="false">https://www.clint-johnson.com/articles/every-failed-ai-product-root-cause</guid>
            <pubDate>Sun, 29 Dec 2024 00:00:00 GMT</pubDate>
            <description><![CDATA[The same failure pattern shows up everywhere: teams shipping fast and iterating on vibes instead of building systematic evaluation. Evals aren't a nice-to-have. They're the core competency of any serious AI product team.]]></description>
            <content:encoded><![CDATA[The same failure pattern shows up everywhere: teams shipping fast and iterating on vibes instead of building systematic evaluation. Evals aren't a nice-to-have. They're the core competency of any serious AI product team.]]></content:encoded>
            <author>clint@1putthealth.com (Clint Johnson)</author>
            <enclosure url="https://images.clint-johnson.com/articles/every-failed-ai-product-root-cause/hero.png" length="0" type="image/png"/>
        </item>
        <item>
            <title><![CDATA[The Honest Guide to LLM Evals: What Actually Works]]></title>
            <link>https://www.clint-johnson.com/articles/honest-guide-to-llm-evals</link>
            <guid isPermaLink="false">https://www.clint-johnson.com/articles/honest-guide-to-llm-evals</guid>
            <pubDate>Sun, 04 Aug 2024 00:00:00 GMT</pubDate>
            <description><![CDATA[Most teams skip real evals and wonder why their AI products degrade in production. The framework that holds up: from 30-minute manual reviews to binary scoring to knowing when your eval suite is finally doing its job.]]></description>
            <content:encoded><![CDATA[Most teams skip real evals and wonder why their AI products degrade in production. The framework that holds up: from 30-minute manual reviews to binary scoring to knowing when your eval suite is finally doing its job.]]></content:encoded>
            <author>clint@1putthealth.com (Clint Johnson)</author>
            <enclosure url="https://images.clint-johnson.com/articles/honest-guide-to-llm-evals/hero.png" length="0" type="image/png"/>
        </item>
    </channel>
</rss>