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    <title>topic Re: 🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025 in Announcements</title>
    <link>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140634#M456</link>
    <description>&lt;P&gt;Thanks &lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834"&gt;@Advika&lt;/a&gt;&amp;nbsp;for the mention.&lt;/P&gt;</description>
    <pubDate>Sat, 29 Nov 2025 09:46:17 GMT</pubDate>
    <dc:creator>Raman_Unifeye</dc:creator>
    <dc:date>2025-11-29T09:46:17Z</dc:date>
    <item>
      <title>🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025</title>
      <link>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140623#M455</link>
      <description>&lt;P&gt;&lt;STRONG&gt;A warm and vibrant week in the Databricks Community! &lt;/STRONG&gt;&lt;SPAN class="lia-unicode-emoji" title=":high_voltage:"&gt;&lt;span class="lia-unicode-emoji" title=":grinning_face_with_smiling_eyes:"&gt;😄&lt;/span&gt;&lt;/SPAN&gt;&lt;BR /&gt;Even with the Thanksgiving celebrations in full swing, the Community kept the spark alive – sharing insights, solving tricky questions, and dropping some solid technical gems.&lt;BR /&gt;Here’s your weekly roundup of everything that kept the energy flowing&lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_down:"&gt;👇&lt;/span&gt;&lt;/P&gt;
&lt;HR /&gt;
&lt;P&gt;&lt;FONT size="4" color="#FF0000"&gt;&lt;STRONG&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":flexed_biceps:"&gt;💪&lt;/span&gt;&amp;nbsp;Standout Contributors&lt;/SPAN&gt;&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/P&gt;
&lt;P&gt;Thank you to everyone who contributed with expertise, depth, and clarity — you power this space!&amp;nbsp;&lt;span class="lia-unicode-emoji" title=":megaphone:"&gt;📣&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;&lt;A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/179607" target="_blank" rel="noopener"&gt;@Raman_Unifeye&lt;/A&gt;&amp;nbsp;|&amp;nbsp;&amp;nbsp;&lt;A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/79394" target="_blank" rel="noopener"&gt;@nayan_wylde&lt;/A&gt;&amp;nbsp; |&amp;nbsp;&amp;nbsp;&lt;A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/193092" target="_blank" rel="noopener"&gt;@bianca_unifeye&lt;/A&gt;&amp;nbsp;&amp;nbsp; |&amp;nbsp;&amp;nbsp;&lt;A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/179536" target="_blank" rel="noopener"&gt;@Coffee77&lt;/A&gt;&amp;nbsp; |&amp;nbsp;&lt;/STRONG&gt;&lt;STRONG&gt;&lt;BR /&gt;&lt;BR /&gt;+&amp;nbsp;Top Brickster contributors:&lt;BR /&gt;&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/167034"&gt;@stbjelcevic&lt;/a&gt;&amp;nbsp;&amp;nbsp;|&amp;nbsp;&lt;A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/82205" target="_blank" rel="noopener"&gt;@mark_ott&lt;/A&gt;&amp;nbsp;&amp;nbsp; |&amp;nbsp;&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/112558"&gt;@iyashk-DB&lt;/a&gt;&amp;nbsp;&lt;SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;/SPAN&gt;&lt;/STRONG&gt;&lt;FONT size="2"&gt;&lt;EM&gt;Note: Names are listed in no particular order.&lt;/EM&gt;&lt;/FONT&gt;&lt;/P&gt;
&lt;HR /&gt;
&lt;P&gt;&lt;STRONG&gt;&lt;FONT size="4" color="#FF0000"&gt;&lt;SPAN class="lia-unicode-emoji" title=":globe_showing_americas:"&gt;&lt;span class="lia-unicode-emoji" title=":globe_showing_americas:"&gt;🌎&lt;/span&gt;&lt;/SPAN&gt;&lt;SPAN&gt; Events &amp;amp; Technical Blogs&lt;/SPAN&gt;&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/events/join-us-for-another-bricktalk-vibe-coding-databricks-apps-in/ec-p/139977#M5658" target="_blank" rel="noopener"&gt;Join us for another BrickTalk: Vibe-Coding Databricks Apps in Replit with Augusto!&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/revolutionizing-genai-application-management-mlflow-3-prompt/ba-p/139606" target="_blank" rel="noopener"&gt;Revolutionizing GenAI Application Management: MLflow 3 Prompt Registry in Databricks&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;HR /&gt;
&lt;P&gt;&lt;STRONG style="color: #ff0000; font-size: large; font-family: inherit;"&gt;&lt;SPAN class="lia-unicode-emoji" title=":newspaper:"&gt;&lt;span class="lia-unicode-emoji" title=":newspaper:"&gt;📰&lt;/span&gt;&lt;/SPAN&gt;&amp;nbsp;Community Articles Spotlight&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/python-data-source-api/td-p/140312" target="_blank" rel="noopener"&gt;Python Data Source API&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/pdfs-to-production/td-p/140357" target="_blank" rel="noopener"&gt;PDFs to Production&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/delta-lake-4-0-in-the-real-world/td-p/140437" target="_blank" rel="noopener"&gt;Delta Lake 4.0 in the Real World&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/databricks-power-bi/m-p/139901#M11047" target="_blank" rel="noopener"&gt;Databricks + Power BI&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/automating-databricks-unity-catalog-access-with-ai-agents/td-p/140473" target="_blank" rel="noopener"&gt;&lt;span class="lia-unicode-emoji" title=":rocket:"&gt;🚀&lt;/span&gt; Automating Databricks Unity Catalog Access with AI Agents&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;HR /&gt;
&lt;P&gt;&lt;FONT color="#FF0000"&gt;&lt;STRONG&gt;&lt;FONT size="4"&gt;&lt;SPAN class="lia-unicode-emoji" title=":magnifying_glass_tilted_left:"&gt;&lt;span class="lia-unicode-emoji" title=":magnifying_glass_tilted_left:"&gt;🔍&lt;/span&gt;&lt;/SPAN&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;Key Discussions This Week&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/vacuum-vs-vacuum-lite/m-p/140359#M51399" target="_blank" rel="noopener"&gt;VACUUM vs VACUUM LITE &lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/what-strategies-have-you-found-most-effective-for-optimizing-etl/m-p/140046#M51338" target="_blank" rel="noopener"&gt;What strategies have you found most effective for optimizing ETL pipelines built on the Databricks&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/pushing-data-from-databricks-cloud-to-oracle-on-prem-instance/m-p/140008#M51327" target="_blank" rel="noopener"&gt;Pushing data from databricks (cloud) to Oracle (on-prem) instance?&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/generative-ai/model-specific-tools-code-interpreters-search-etc-for-openai/m-p/140527#M1455" target="_blank" rel="noopener"&gt;model-specific tools (code interpreters, search, etc.) for OpenAI / Anthropic / Google&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/warehousing-analytics/databricks-dashboards-how-do-share-the-dashboard-to-user-with/m-p/139910#M2372" target="_blank" rel="noopener"&gt;databricks dashboards - how do share the dashboard to user with Limit the data access&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/long-running-python-http-post-hangs/m-p/140322#M51383" target="_blank" rel="noopener"&gt;Long-running Python http POST hangs&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN data-sheets-root="1"&gt;&lt;A class="in-cell-link" href="https://community.databricks.com/t5/data-governance/metastore-location/m-p/139954#M2684" target="_blank" rel="noopener"&gt;Metastore Location&lt;/A&gt;&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;HR /&gt;
&lt;P&gt;&lt;STRONG&gt;&lt;FONT color="#FF0000"&gt;&lt;SPAN class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt;&lt;/SPAN&gt;&amp;nbsp;Top Resolved Posts&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;&lt;SPAN data-sheets-root="1"&gt;&amp;nbsp; &amp;nbsp; Holiday vibes didn’t stop the wins – solutions kept dropping in!&lt;BR /&gt;&lt;SPAN class="lia-unicode-emoji" title=":backhand_index_pointing_down:"&gt;&amp;nbsp; &amp;nbsp; These threads found their solutions this week&lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_down:"&gt;👇&lt;/span&gt;&lt;/SPAN&gt;:&lt;/SPAN&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;Databricks external table lagging behind source files&lt;/LI&gt;
&lt;LI&gt;Databricks Scenarios&lt;/LI&gt;
&lt;LI&gt;Deployment of private databricks workspace&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN&gt;Impact of Updating DAB Root Path on Databricks Job Run History&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI&gt;&lt;SPAN&gt;Databricks external table lagging behind source files&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;HR /&gt;
&lt;P data-start="51" data-end="268"&gt;Thank you for showing up, sharing your insights, and helping make this community a true powerhouse of learning and support. &lt;span class="lia-unicode-emoji" title=":yellow_heart:"&gt;💛&lt;/span&gt;&lt;BR /&gt;Enjoy quality moments with your friends and family, and soak in all the joy around you. 🪵&lt;span class="lia-unicode-emoji" title=":fallen_leaf:"&gt;🍂&lt;/span&gt;&lt;span class="lia-unicode-emoji" title=":house_with_garden:"&gt;🏡&lt;/span&gt;&amp;nbsp;&lt;BR /&gt;Get ready for a week packed with fresh insights, bold breakthroughs, and unstoppable momentum!&lt;/P&gt;</description>
      <pubDate>Fri, 28 Nov 2025 17:32:47 GMT</pubDate>
      <guid>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140623#M455</guid>
      <dc:creator>Advika</dc:creator>
      <dc:date>2025-11-28T17:32:47Z</dc:date>
    </item>
    <item>
      <title>Re: 🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025</title>
      <link>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140634#M456</link>
      <description>&lt;P&gt;Thanks &lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834"&gt;@Advika&lt;/a&gt;&amp;nbsp;for the mention.&lt;/P&gt;</description>
      <pubDate>Sat, 29 Nov 2025 09:46:17 GMT</pubDate>
      <guid>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140634#M456</guid>
      <dc:creator>Raman_Unifeye</dc:creator>
      <dc:date>2025-11-29T09:46:17Z</dc:date>
    </item>
    <item>
      <title>Re: 🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025</title>
      <link>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140659#M457</link>
      <description>&lt;P&gt;HI&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834"&gt;@Advika&lt;/a&gt;&amp;nbsp;,&lt;/P&gt;&lt;P&gt;Thanks for preparing this week roundup! Congratulations for our contributors!&lt;/P&gt;</description>
      <pubDate>Sun, 30 Nov 2025 16:17:46 GMT</pubDate>
      <guid>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140659#M457</guid>
      <dc:creator>szymon_dybczak</dc:creator>
      <dc:date>2025-11-30T16:17:46Z</dc:date>
    </item>
    <item>
      <title>Re: 🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025</title>
      <link>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140709#M458</link>
      <description>&lt;P&gt;Thank you&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834"&gt;@Advika&lt;/a&gt;!&lt;/P&gt;</description>
      <pubDate>Mon, 01 Dec 2025 09:13:06 GMT</pubDate>
      <guid>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140709#M458</guid>
      <dc:creator>bianca_unifeye</dc:creator>
      <dc:date>2025-12-01T09:13:06Z</dc:date>
    </item>
    <item>
      <title>Re: 🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025</title>
      <link>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140728#M459</link>
      <description>&lt;P&gt;Thanks for mentioning again&amp;nbsp;&lt;span class="lia-unicode-emoji" title=":slightly_smiling_face:"&gt;🙂&lt;/span&gt;&lt;/P&gt;</description>
      <pubDate>Mon, 01 Dec 2025 11:00:11 GMT</pubDate>
      <guid>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140728#M459</guid>
      <dc:creator>Coffee77</dc:creator>
      <dc:date>2025-12-01T11:00:11Z</dc:date>
    </item>
    <item>
      <title>Re: 🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025</title>
      <link>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140784#M460</link>
      <description>&lt;P&gt;Thanks&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834"&gt;@Advika&lt;/a&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Mon, 01 Dec 2025 19:24:54 GMT</pubDate>
      <guid>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/140784#M460</guid>
      <dc:creator>nayan_wylde</dc:creator>
      <dc:date>2025-12-01T19:24:54Z</dc:date>
    </item>
    <item>
      <title>Re: 🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025</title>
      <link>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/141101#M463</link>
      <description>&lt;P&gt;Kudos to the contributors&lt;span class="lia-unicode-emoji" title=":clapping_hands:"&gt;👏&lt;/span&gt;&lt;BR /&gt;Thanks for sharing blogs/articles&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834"&gt;@Advika&lt;/a&gt;!&lt;/P&gt;</description>
      <pubDate>Thu, 04 Dec 2025 06:21:43 GMT</pubDate>
      <guid>https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-21-27-2025/m-p/141101#M463</guid>
      <dc:creator>Sumit_7</dc:creator>
      <dc:date>2025-12-04T06:21:43Z</dc:date>
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