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    <title>Amartya Yadav — Writings</title>
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    <description>Long, illustrated notes on how things actually work. Every piece is built as its own page, in its own design system.</description>
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    <lastBuildDate>Tue, 01 Sep 2026 20:54:22 GMT</lastBuildDate>
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      <title>Serving, from scratch</title>
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      <pubDate>Tue, 01 Sep 2026 09:00:00 GMT</pubDate>
      <description>How a model becomes a service, one component at a time — one model, batching, streaming, many models — then a drawboard where you wire your own server and run it.</description>
      <category>LLM serving</category><category>batching</category><category>streaming</category>
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      <title>The GEMM Scrapbook</title>
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      <pubDate>Sat, 29 Aug 2026 09:00:00 GMT</pubDate>
      <description>One matrix multiply, seven CUDA kernels, and a 70× speedup — documented like a road trip, with the wrong turns left in.</description>
      <category>CUDA</category><category>GPU</category><category>performance</category>
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