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<title>Evalyst — Writing</title>
<link>https://evalyst.ai/writing</link>
<description>Essays on numbers you can believe: silent errors, the four states of an answer, and eval-gated analysis.</description>
<language>en</language>
<item><title>The dangerous answer isn't “I don't know.” It's “$0.”</title><link>https://evalyst.ai/writing/free-null-zero</link><guid isPermaLink="true">https://evalyst.ai/writing/free-null-zero</guid><pubDate>Sun, 09 Aug 2026 00:00:00 GMT</pubDate><description>A column called free, a year of NULLs, and a query that reported a year of revenue as zero without a single error. Why reviewing SQL can't catch a silent error — and what does.</description></item>
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