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      <title>Presentation: Confidently Automating Changes Across a Diverse Fleet</title>
      <link>https://www.infoq.com/presentations/automate-fleetwide-changes/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Platform+Engineering-presentations</link>
      <description>&lt;img src="https://res.infoq.com/presentations/automate-fleetwide-changes/en/mediumimage/casey-bleifer-medium-1780058350595.jpg"/&gt;&lt;p&gt;Netflix engineer Casey Bleifer shares how to achieve rapid, automated code changes across a massive, diverse software fleet. She discusses building an event-driven orchestration platform using composable, Lego-like steps, and explains how Netflix utilizes automated canary validation, compliance checks, and a custom "confidence metric" to eliminate the long tail of manual engineering migrations.&lt;/p&gt; &lt;i&gt;By Casey Bleifer&lt;/i&gt;</description>
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      <category>QCon San Francisco 2025</category>
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      <pubDate>Tue, 09 Jun 2026 12:14:00 GMT</pubDate>
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      <dc:creator>Casey Bleifer</dc:creator>
      <dc:date>2026-06-09T12:14:00Z</dc:date>
      <dc:identifier>/presentations/automate-fleetwide-changes/en</dc:identifier>
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      <title>Presentation: Architecting a Centralized Platform for Data Deletion at Netflix</title>
      <link>https://www.infoq.com/presentations/architecting-deletion-system/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Platform+Engineering-presentations</link>
      <description>&lt;img src="https://res.infoq.com/presentations/architecting-deletion-system/en/mediumimage/medium-1779869686290.jpg"/&gt;&lt;p&gt;The speakers discuss the architectural challenges of executing safe data deletion across distributed datastores. Balancing durability, availability &amp;  correctness, they explain how to orchestrate multi-system deletion propagation without impacting live traffic. They share lessons on controlling tombstone accumulation, building continuous audit loops, and gaining trust with a centralized platform.&lt;/p&gt; &lt;i&gt;By Vidhya Arvind, Shawn Liu&lt;/i&gt;</description>
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      <category>Platform Engineering</category>
      <category>QCon San Francisco 2025</category>
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      <pubDate>Thu, 04 Jun 2026 10:26:00 GMT</pubDate>
      <guid>https://www.infoq.com/presentations/architecting-deletion-system/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Platform+Engineering-presentations</guid>
      <dc:creator>Vidhya Arvind, Shawn Liu</dc:creator>
      <dc:date>2026-06-04T10:26:00Z</dc:date>
      <dc:identifier>/presentations/architecting-deletion-system/en</dc:identifier>
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