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      <title>Beyond Consensus: The Fragmentation of AI Policy Across the Linux Ecosystem</title>
      <link>https://www.infoq.com/news/2026/08/linux-ai-policies/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Code+Generation</link>
      <description>&lt;img src="https://www.infoq.com/styles/static/images/logo/logo_bigger.jpg"/&gt;&lt;p&gt;The AI policies across the Linux ecosystem are very heterogeneous, ranging from the GCC’s restrictiveness, the Linux kernel’s pragmatism, to the more open disclosure-based utility model of Kubernetes' landscape. From core infrastructure to high-level orchestration, these distinct approaches highlight a shared commitment: ensuring the human maintainer remains the indispensable guardian of the code.&lt;/p&gt; &lt;i&gt;By Olimpiu Pop&lt;/i&gt;</description>
      <category>Large language models</category>
      <category>AI Policy</category>
      <category>Code Generation</category>
      <category>Development</category>
      <category>Architecture &amp; Design</category>
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      <pubDate>Mon, 10 Aug 2026 04:04:00 GMT</pubDate>
      <guid>https://www.infoq.com/news/2026/08/linux-ai-policies/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Code+Generation</guid>
      <dc:creator>Olimpiu Pop</dc:creator>
      <dc:date>2026-08-10T04:04:00Z</dc:date>
      <dc:identifier>/news/2026/08/linux-ai-policies/en</dc:identifier>
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    <item>
      <title>Presentation: Rewriting All of Spotify's Code Base, All the Time</title>
      <link>https://www.infoq.com/presentations/spotify-ai-codebase-migration-agent/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Code+Generation</link>
      <description>&lt;img src="https://res.infoq.com/presentations/spotify-ai-codebase-migration-agent/en/mediumimage/medium-1784809804876.jpg"/&gt;&lt;p&gt;Jo Kelly-Fenton and Aleksandar Mitic explain how Spotify created "Honk," an AI coding agent, to handle complex fleet-wide codebase migrations. They share key architectural insights on decoupling CI verification runtimes from AI agents, dealing with automated pull request bottlenecks, and driving aggressive standardization across thousands of engineering repositories.&lt;/p&gt; &lt;i&gt;By Jo Kelly-Fenton, Aleksandar Mitic&lt;/i&gt;</description>
      <category>Agents</category>
      <category>Continuous Delivery</category>
      <category>Standardization</category>
      <category>Continuous Improvement</category>
      <category>Large language models</category>
      <category>migration</category>
      <category>AI Coding</category>
      <category>QCon London 2026</category>
      <category>Transcripts</category>
      <category>AI, ML &amp; Data Engineering</category>
      <category>Architecture &amp; Design</category>
      <category>Development</category>
      <category>presentation</category>
      <pubDate>Fri, 07 Aug 2026 11:00:00 GMT</pubDate>
      <guid>https://www.infoq.com/presentations/spotify-ai-codebase-migration-agent/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Code+Generation</guid>
      <dc:creator>Jo Kelly-Fenton, Aleksandar Mitic</dc:creator>
      <dc:date>2026-08-07T11:00:00Z</dc:date>
      <dc:identifier>/presentations/spotify-ai-codebase-migration-agent/en</dc:identifier>
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