🌟 Community Pulse: Your Weekly Roundup! February 16 – 22, 2026

[Advika]

What made this week different wasn’t volume – it was depth 🙌

The conversations were sharper.
The technical threads went further.
And more posts closed the loop.

Let’s walk through the highlights.👇 

🏅 Power Players of the Week

     Strong contributors this week – including a new face on the list 😃:

      @pradeep_singh   |   @szymon_dybczak   |   @saurabh18cs   |   @Kirankumarbs 

     + Top Brickster contributors:

      @aleksandra_ch    |   @emma_s  

Note: Names are listed in no particular order.

📖  Insightful Highlights

     Thoughtful articles and blogs that added clarity:

Community Articles	MVP Articles	Technical Blog
Databricks Metric Views - Semantic Layer is moving to where it belongs Level up your AI Assistant Experience with Agent Skills Is Zerobus the Future of Ingestion on Databricks? Lessons from a 7B+ Transaction Platform Scaling SCD on Databricks: Then vs Now	Lakebase: a strategic business view Stop Guessing Your Data’s Trust Level: Use Databricks System Tags Materialized View Smart Feature	DBR 18: Streaming Workload Simplification with Improved AQE and AOS Support Object-Oriented MLOps Maturity: How Databricks Accelerates Your Journey to Production OKR: Databricks PS Delivers Unmatched Value and Efficiency Databricks Unity Catalog Tags: Governance Best Practices & Patterns

💬  Threads That Went Deep

     Where follow-ups mattered as much as the first question:

• Incremental monthly UDF analytics on large time-series
• copy into - statement executed - no records inserted
• Genie generates MEASURE expression with "filter" clause
• Translating Embedded Dashboard
• Databricks autoloader with manual file delete?

📢  Recent Announcements

      What changed, launched, or expanded:

• Data + AI Summit 2026: Registration Now Open - Early Bird Pricing!
• Documentation Update | 9th - 15th February 2026
• Databricks Agent Bricks Supervisor Agent is Now Generally Available!
• Learning Series | Build Three Portfolio-Ready Analytics Projects with Databricks Free Edition
• Solution Accelerator Series | Automated PHI Removal
• Databricks Agent Bricks Knowledge Assistant Is Now Generally Available!

🎯 Questions that didn’t stay open for long

     Technical blockers that moved to resolution:

• Which of my Lakeflow pipelines are using the same gateway?
• Databricks SDK vs bundles
• Spark suddenly can't seem read .compacted.json transaction log files.
• Python environment DAB
• Why count Run Status not Showing

If you were part of this week – you moved something forward.
If you were reading – you learned something useful. 👋

[Sumit_7]

Congratulations to the contributors!
Thanks for sharing @Advika.