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    <title>LACE Enterprise AI Engineering Blog</title>
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    <description>Engineering and product writing about governed enterprise AI.</description>
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    <lastBuildDate>Tue, 04 Aug 2026 00:00:00 GMT</lastBuildDate>
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      <title>Most AI Memory Systems Have Exactly One Axis. That&apos;s the Bug.</title>
      <link>https://laceplatform.com/blog/multi-axis-memory-architecture/</link>
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      <description>A per-user fact table can&apos;t express a fact about a dataset, an agent, or an organization — and it has no ACL, no history, and no gate between an LLM&apos;s guess and durable storage. Here&apos;s how LACE&apos;s memory kernel fixes all four.</description>
      <category>Agents</category>
      <dc:creator>Michael Kerner</dc:creator>
      <pubDate>Tue, 04 Aug 2026 00:00:00 GMT</pubDate>
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      <title>Knowledge Graphs Were Never a Technology Problem. They Were a Labor Problem.</title>
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      <description>Knowledge graphs were never blocked on graph technology. They were blocked on the cost of human judgment at scale. LLM classification collapses that cost — for bounded questions with governed answers.</description>
      <category>Knowledge Graph</category>
      <dc:creator>Michael Kerner</dc:creator>
      <pubDate>Fri, 31 Jul 2026 00:00:00 GMT</pubDate>
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      <title>Enterprise Vibe Coding Is Coming. The Trick Is Deciding What the Vibes Are Allowed to Touch.</title>
      <link>https://laceplatform.com/blog/enterprise-vibe-coding/</link>
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      <description>Enterprise vibe coding can be safe when identity, data, policy, limits, and audit are platform capabilities generated code cannot bypass.</description>
      <category>App Builder</category>
      <dc:creator>Michael Kerner</dc:creator>
      <pubDate>Wed, 22 Jul 2026 00:00:00 GMT</pubDate>
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