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    <title>Jan-Hendrik Witte · Blog</title>
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    <description>Weekly roundups, field notes, and takes on agentic systems, evaluation, and applied AI.</description>
    <language>en</language>
    <lastBuildDate>Tue, 15 Sep 2026 19:56:22 GMT</lastBuildDate>
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      <title>Agents get measured, tokens get cheaper, output gets longer</title>
      <link>https://jan-hendrik-witte.de/blog/2026-week-36/</link>
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      <pubDate>Sun, 06 Sep 2026 12:00:00 GMT</pubDate>
      <category>roundup</category>
      <description>A geometric law for how long an agent stays reliable, three Flash models in six weeks that cost less per token and more per task, and a cluster of papers that put the proof before the deployment.</description>
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