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    <description>Personal portfolio of a software developer building backend, web and AI agent systems</description>
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    <lastBuildDate>Sat, 17 Oct 2026 01:41:38 GMT</lastBuildDate>
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      <title>Inside Magnikaru: from a chess move to a model-guided reply</title>
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      <pubDate>Thu, 15 Oct 2026 00:00:00 GMT</pubDate>
      <description>How Magnikaru encodes a chessboard, evaluates it with a Transformer, searches for a reply and carries the result back to its web interface.</description>
      <category>chess</category>
      <category>machine learning</category>
      <category>pytorch</category>
      <category>architecture</category>
      <category>flask</category>
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      <title>Welcome to my blog</title>
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      <pubDate>Wed, 14 Oct 2026 00:00:00 GMT</pubDate>
      <description>A place to share what I learn while building software.</description>
      <category>notes</category>
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