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    <title>Luc Bocahut</title>
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    <description>Writing by Luc Bocahut.</description>
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      <title><![CDATA[Gemma 4 NVFP4 on the DGX Spark: 271 tok/s at 8 concurrent, native tool calling and reasoning]]></title>
      <link>https://www.lyb.re/writing/2026-04-22-dgx-spark-gemma4</link>
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      <pubDate>Wed, 22 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Native tool calling and reasoning mode on Gemma 4 NVFP4 over 128GB of unified memory.]]></description>
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    <item>
      <title><![CDATA[Anton, chapter 9: Threads, spawn, and the cast]]></title>
      <link>https://www.lyb.re/writing/2026-04-19-anton-09-threads</link>
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      <pubDate>Sun, 19 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Concurrency, awakening clones, and a cast of named model specialists working as a team.]]></description>
    </item>
  

    <item>
      <title><![CDATA[Anton, chapter 8: Local LLM optimization, NVFP4 Gemma on DGX Spark]]></title>
      <link>https://www.lyb.re/writing/2026-04-15-anton-08-nvfp4</link>
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      <pubDate>Wed, 15 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[How a billing failure turned into a local-LLM upgrade and a real fallback chain.]]></description>
    </item>
  

    <item>
      <title><![CDATA[A regeneration essay]]></title>
      <link>https://www.lyb.re/writing/2026-04-13-regeneration-essay</link>
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      <pubDate>Mon, 13 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A longer companion to the manifesto on regenerative software.]]></description>
    </item>
  

    <item>
      <title><![CDATA[A regeneration manifesto]]></title>
      <link>https://www.lyb.re/writing/2026-04-12-regeneration-manifesto</link>
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      <pubDate>Sun, 12 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Notes on building software that tries to last.]]></description>
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    <item>
      <title><![CDATA[Anton, chapter 7: Cost, fallbacks, syndic, heartbeat]]></title>
      <link>https://www.lyb.re/writing/2026-03-31-anton-07-cost-syndic</link>
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      <pubDate>Tue, 31 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Two weeks of operational discipline: cost attribution, fallbacks, the syndic domain, and a survey heartbeat.]]></description>
    </item>
  

    <item>
      <title><![CDATA[Anton, chapter 6: The mesh, the sandbox, and self-reflection]]></title>
      <link>https://www.lyb.re/writing/2026-03-27-anton-06-mesh-sandbox</link>
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      <pubDate>Fri, 27 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Federation, a Deno sandbox, an encrypted secrets table, and a nightly self-review loop.]]></description>
    </item>
  

    <item>
      <title><![CDATA[Anton, chapter 5: LangGraph excised, agents standardized]]></title>
      <link>https://www.lyb.re/writing/2026-03-23-anton-05-langgraph-excised</link>
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      <pubDate>Mon, 23 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Replacing a framework with a few hundred lines of runtime, and reshaping the system around two primitives.]]></description>
    </item>
  

    <item>
      <title><![CDATA[Anton, chapter 4: Plumbing matures]]></title>
      <link>https://www.lyb.re/writing/2026-03-16-anton-04-plumbing-matures</link>
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      <pubDate>Mon, 16 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A week of turning implicit conventions into explicit contracts: vLLM, LiteLLM, memory, traces, prompts as data.]]></description>
    </item>
  

    <item>
      <title><![CDATA[Anton, chapter 3: Domains widen, browser hardens]]></title>
      <link>https://www.lyb.re/writing/2026-03-13-anton-03-domains-widen</link>
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      <pubDate>Fri, 13 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Hardening the browser, lifting the work to the LLM, and turning domains into pluggable substrates.]]></description>
    </item>
  

    <item>
      <title><![CDATA[50+ tokens per second on a desktop: running LLMs on the NVIDIA DGX Spark]]></title>
      <link>https://www.lyb.re/writing/2026-03-10-dgx-spark-vllm</link>
      <guid isPermaLink="true">https://www.lyb.re/writing/2026-03-10-dgx-spark-vllm</guid>
      <pubDate>Tue, 10 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Standing up a 30B-parameter LLM at 50+ tok/s on the NVIDIA DGX Spark, the technical journey.]]></description>
    </item>
  

    <item>
      <title><![CDATA[Anton, chapter 2: The first weekend]]></title>
      <link>https://www.lyb.re/writing/2026-03-08-anton-02-first-weekend</link>
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      <pubDate>Sun, 08 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A first full weekend of building turns Anton into something the family can actually use.]]></description>
    </item>
  

    <item>
      <title><![CDATA[Anton, chapter 1: Genesis]]></title>
      <link>https://www.lyb.re/writing/2026-03-07-anton-01-genesis</link>
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      <pubDate>Sat, 07 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Building Anton, a personal agent OS for my family on a DGX Spark, day one.]]></description>
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