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  <title>Karl Livesey · bulkification</title>
  <link>https://livesey.io/tags/bulkification/</link>
  <description>Posts filed under bulkification.</description>
  <item>
  <title>Trigger Architecture Without a 40-Class Framework</title>
  <link>https://livesey.io/posts/trigger-architecture-without-framework/</link>
  <guid isPermaLink="false">urn:uuid:d2da7b51-aa53-5bc7-b93e-a549829baa42</guid>
  <pubDate>Sat, 11 Jul 2026 12:00:00 GMT</pubDate>
  <description>Most Apex trigger logic needs one entry point, thin routing, bulk-safe services, and change-aware guards. It does not automatically need a metadata-driven framework.</description>
</item>
<item>
  <title>Bulk-Safe Invocable Apex</title>
  <link>https://livesey.io/posts/bulk-safe-invocable-apex/</link>
  <guid isPermaLink="false">urn:uuid:3e26fb3b-a559-582d-8d2d-7c328ed18c8d</guid>
  <pubDate>Mon, 08 Jun 2026 12:00:00 GMT</pubDate>
  <description>An invocable method receives a list for a reason. Treat every request as independent, query and write in collections, and return one useful outcome for every input.</description>
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