🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025

[Advika]

A warm and vibrant week in the Databricks Community! 😄
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.
Here’s your weekly roundup of everything that kept the energy flowing👇

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💪 Standout Contributors

Thank you to everyone who contributed with expertise, depth, and clarity — you power this space! 📣

@Raman_Unifeye |  @nayan_wylde  |  @bianca_unifeye   |  @Coffee77  | 

+ Top Brickster contributors:

@stbjelcevic  | @mark_ott   |  @iyashk-DB 

Note: Names are listed in no particular order.

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🌎 Events & Technical Blogs

• Join us for another BrickTalk: Vibe-Coding Databricks Apps in Replit with Augusto!
• Revolutionizing GenAI Application Management: MLflow 3 Prompt Registry in Databricks

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📰 Community Articles Spotlight

• Python Data Source API
• PDFs to Production
• Delta Lake 4.0 in the Real World
• Databricks + Power BI
• 🚀 Automating Databricks Unity Catalog Access with AI Agents

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🔍 Key Discussions This Week

• VACUUM vs VACUUM LITE
• What strategies have you found most effective for optimizing ETL pipelines built on the Databricks
• Pushing data from databricks (cloud) to Oracle (on-prem) instance?
• model-specific tools (code interpreters, search, etc.) for OpenAI / Anthropic / Google
• databricks dashboards - how do share the dashboard to user with Limit the data access
• Long-running Python http POST hangs
• Metastore Location

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✅ Top Resolved Posts

    Holiday vibes didn’t stop the wins – solutions kept dropping in!
    These threads found their solutions this week👇:

• Databricks external table lagging behind source files
• Databricks Scenarios
• Deployment of private databricks workspace
• Impact of Updating DAB Root Path on Databricks Job Run History
• Databricks external table lagging behind source files

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Thank you for showing up, sharing your insights, and helping make this community a true powerhouse of learning and support. 💛
Enjoy quality moments with your friends and family, and soak in all the joy around you. 🪵🍂🏡 
Get ready for a week packed with fresh insights, bold breakthroughs, and unstoppable momentum!