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    <title>MemStrata changelog</title>
    <link>https://www.memstrata.dev/changelog/</link>
    <description>Public MemStrata product releases.</description>
  <item>
    <title>Conversational 0.7.19</title>
    <link>https://www.memstrata.dev/changelog/</link>
    <guid>https://www.memstrata.dev/changelog/#Conversational%200.7.19</guid>
    <pubDate>Mon, 12 Oct 2026 00:00:00 GMT</pubDate>
    <description>Reviewed PyPI wheels are available for Windows x64, Linux x86_64 (glibc 2.28+), and macOS 15 Apple silicon. Indexing reuses completed work and resumes remaining work more efficiently. Package upgrades retain indexed data and subscription details. Index updates preserve completed work when indexing jobs overlap.</description>
  </item>
  <item>
    <title>Conversational 0.7.18</title>
    <link>https://www.memstrata.dev/changelog/</link>
    <guid>https://www.memstrata.dev/changelog/#Conversational%200.7.18</guid>
    <pubDate>Sat, 03 Oct 2026 00:00:00 GMT</pubDate>
    <description>Reviewed PyPI wheels are available for Windows x64, Linux x86_64 (glibc 2.28+), and macOS 15 Apple silicon. Duplicate lines within a message are merged before evidence ranking. Local text and visual model startup failures now show clearer errors, and saved GPU availability refreshes.</description>
  </item>
  <item>
    <title>Conversational 0.7.17</title>
    <link>https://www.memstrata.dev/changelog/</link>
    <guid>https://www.memstrata.dev/changelog/#Conversational%200.7.17</guid>
    <pubDate>Mon, 28 Sep 2026 00:00:00 GMT</pubDate>
    <description>Repeated evidence-packet token counts reuse exact prefix work while preserving whole-text counts. Reviewed PyPI wheels are available for Windows x64, Linux x86_64 (glibc 2.28+), and macOS 15 Apple silicon.</description>
  </item>
  <item>
    <title>Conversational 0.7.13</title>
    <link>https://www.memstrata.dev/changelog/</link>
    <guid>https://www.memstrata.dev/changelog/#Conversational%200.7.13</guid>
    <pubDate>Fri, 18 Sep 2026 00:00:00 GMT</pubDate>
    <description>Current PyPI wheels for Windows x64, Linux x86_64 (glibc 2.28+), and macOS 15 Apple silicon. Windows and Linux uploaded September 18; macOS added September 19. Install commands pin memstrata-conversational==0.7.13 and verify --pypi-package-version before init. Microsoft Store listing remains a separate channel. A listing can exist while a newer submission is in certification. Website install paths no longer advertise Conversational 0.7.12 as current.</description>
  </item>
  <item>
    <title>Structured 0.7.3 (Windows)</title>
    <link>https://www.memstrata.dev/changelog/</link>
    <guid>https://www.memstrata.dev/changelog/#Structured%200.7.3%20(Windows)</guid>
    <pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate>
    <description>Windows uses the GitHub wheel memstrata_structured-0.7.3-py3-none-win_amd64.whl. Linux and macOS stay on the reviewed 0.7.2 artifacts.</description>
  </item>
  <item>
    <title>Coder 0.6.32</title>
    <link>https://www.memstrata.dev/changelog/</link>
    <guid>https://www.memstrata.dev/changelog/#Coder%200.6.32</guid>
    <pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate>
    <description>Reviewed PyPI wheels for Windows x64, Linux x86_64, and macOS 15 Apple silicon.</description>
  </item>
  <item>
    <title>Governance 0.7.2</title>
    <link>https://www.memstrata.dev/changelog/</link>
    <guid>https://www.memstrata.dev/changelog/#Governance%200.7.2</guid>
    <pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate>
    <description>Reviewed PyPI wheels for Windows x64, Linux x86_64, and macOS 15 Apple silicon.</description>
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