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    <description>Notes on building with Code from Spec — progress reports, lessons learned, roadblocks, and future directions.</description>
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    <lastBuildDate>19 Jul 2026 00:00:00 GMT</lastBuildDate>
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      <title>Growing pains</title>
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      <pubDate>19 Jul 2026 00:00:00 GMT</pubDate>
      <description>The theory essay gave the project a vocabulary for analyzing its own promises — and the first thing it analyzed was how incomplete they were.</description>
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      <pubDate>01 Jul 2026 00:00:00 GMT</pubDate>
      <description>The fix for anchoring: a cache, a hash comparison, and a one-word disposition per spec position. What worked, and the elegant hypothesis that didn't.</description>
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      <pubDate>16 Jun 2026 00:00:00 GMT</pubDate>
      <description>When regenerating code from specs, should the agent see its previous output? On the tension between codebase stability and silent anchoring.</description>
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      <title>Confinement</title>
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      <pubDate>10 Jun 2026 00:00:00 GMT</pubDate>
      <description>Why Code from Spec's generation agents see only the spec chain — and why taking context away from an AI makes its output trustworthy.</description>
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      <title>Context management by construction</title>
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      <pubDate>08 Jun 2026 00:00:00 GMT</pubDate>
      <description>How Code from Spec gives AI agents exactly the context they need — no more, no less.</description>
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