<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/">
  <channel>
    <title>Okb on orndorff.dev</title>
    <link>https://orndorff.dev/tags/okb/</link>
    <description>Recent content in Okb on orndorff.dev</description>
    <generator>Hugo -- 0.138.0</generator>
    <language>en-us</language>
    <lastBuildDate>Tue, 23 Jun 2026 00:00:00 +0000</lastBuildDate>
    <atom:link href="https://orndorff.dev/tags/okb/index.xml" rel="self" type="application/rss+xml" />
    <item>
      <title>The Expert Is the Graph: A 4-Bit Local Model Out-Answered Frontier Claude on Its Own Data</title>
      <link>https://orndorff.dev/posts/the-expert-is-the-graph/</link>
      <pubDate>Tue, 23 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://orndorff.dev/posts/the-expert-is-the-graph/</guid>
      <description>&lt;p&gt;For the last couple of weeks I&amp;rsquo;ve been building &lt;code&gt;okb&lt;/code&gt;, the open-knowledge-bundler — a
small tool that takes a pile of domain data and hands you back a portable &amp;ldquo;knowledge
bundle&amp;rdquo; any agent can read. Under the hood it builds a &lt;a href=&#34;https://duckdb.org/&#34;&gt;DuckDB&lt;/a&gt;
knowledge graph, exports it as a &lt;code&gt;cat&lt;/code&gt;-readable &lt;a href=&#34;https://cloud.google.com/blog/products/data-analytics/how-the-open-knowledge-format-can-improve-data-sharing&#34;&gt;open knowledge format&lt;/a&gt;
bundle packaged as a Claude-compatible &amp;ldquo;skill,&amp;rdquo; and ships a chat agent that answers
questions about it. The whole thing runs &lt;strong&gt;fully local&lt;/strong&gt;, on a single AMD chip on my
desk. No API keys, no cloud, no embedding server.&lt;/p&gt;</description>
    </item>
  </channel>
</rss>
