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  <title>memrelay blog</title><link>https://memrelay.com/blog.html</link>
  <description>Notes on company knowledge, AI context, and living memory for organizations.</description>
  <language>en</language>
  <item><title>RAG isn't memory</title><link>https://memrelay.com/blog/rag-isnt-memory.html</link><guid>https://memrelay.com/blog/rag-isnt-memory.html</guid>
    <pubDate>Thu, 02 Jul 2026 08:00:00 GMT</pubDate>
    <description>Dumping documents into a vector database feels like giving AI your knowledge. It isn't. Here's why retrieval falls short, and what memory does differently.</description></item>
  <item><title>Why your AI doesn't know your company</title><link>https://memrelay.com/blog/why-ai-doesnt-know-your-company.html</link><guid>https://memrelay.com/blog/why-ai-doesnt-know-your-company.html</guid>
    <pubDate>Tue, 30 Jun 2026 08:00:00 GMT</pubDate>
    <description>The models are good enough. AI gives generic, confidently wrong answers because it has no context on your company. Here's what actually closes the gap.</description></item>
  <item><title>From folder maps to living company memory</title><link>https://memrelay.com/blog/from-folders-to-living-memory.html</link><guid>https://memrelay.com/blog/from-folders-to-living-memory.html</guid>
    <pubDate>Sun, 28 Jun 2026 08:00:00 GMT</pubDate>
    <description>memrelay began as a folder template for company knowledge. Here's how it became living organizational memory every AI client can reach.</description></item>
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