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    <description>Student · writer · operator. I’m still early in the path. Most days I bounce between vibe coding, backend experiments, short write-ups, and the ops work that keeps communities and content moving — learning in public when it helps.</description>
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      <title>Pull Judgment Out of Generation: Agents Need a Fast Decision Layer</title>
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      <pubDate>Mon, 21 Sep 2026 00:00:00 GMT</pubDate>
      <description>Why many agent calls need a typed decision layer—not more chat—and what is verifiable about System One style models so far.</description>
      <category>AI</category>
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