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        <title>Knowledge Management on Kd05</title>
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        <title>My Personal LLM Wiki: Putting Karpathy&#39;s Methodology into Practice with Obsidian</title>
        <link>https://kd05.com/p/llm-wiki-karpathy-obsidian-practice/</link>
        <pubDate>Sun, 19 Apr 2026 12:00:00 +0800</pubDate>
        
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        <description>&lt;img src="https://kd05.com/p/llm-wiki-karpathy-obsidian-practice/cover.jpg" alt="Featured image of post My Personal LLM Wiki: Putting Karpathy&#39;s Methodology into Practice with Obsidian" /&gt;&lt;h2 id=&#34;the-spark-karpathys-gist&#34;&gt;The Spark: Karpathy&amp;rsquo;s Gist
&lt;/h2&gt;&lt;p&gt;Last week, I read through a gist that Karpathy published. &lt;a class=&#34;link&#34; href=&#34;https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;You can find the original here&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;He laid out an idea that immediately clicked for me: instead of letting knowledge be a one-off retrieval product, place an LLM-maintained Wiki layer between raw documents and the user. Every time a new document comes in, the LLM writes summaries, updates existing pages, spots contradictions between old and new claims, and maintains the links between pages. Knowledge accumulates. It grows.&lt;/p&gt;</description>
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