🌟 Community Pulse: Your Weekly Roundup! June 29 – July 05, 2026

[Advika]

The Weekly Digest • June 29 – July 5

Community Pulse

A new week, a fresh wave of articles, answers, and discussions. Here's your weekly catch-up. 🗞💬

🏅 This Week's Community Stars

  The members who showed up and made a difference this week:

@balajij8

@Rjdudley

+ Top Brickster contributor:

@Ashwin_DSA

@iyashk-DB

Note: Names are listed in no particular order.

📖 Knowledge Hub

✍️ Community Articles

• ● Serving Tableau and Databricks Dashboards from One Gold Layer ↗
• ● Managed vs External Storage in Unity Catalog on Azure: Where Should Your Data Live? ↗
• ● Real Time Healthcare Analytics with Databricks Zerobus and Lakehouse RT via Reyden ↗
• ● Solution Accelerator Series | Product Quality Inspection ↗
• ● Learning Series | Databricks Performance Optimization ↗
• ● The Next Chapter of Data Engineering Is Intelligent Decisions ↗

📃 MVP Articles

• ● Customer data lake ↗
• ● Databricks AI Search ↗
• ● Ontology ↗
• ● Reverse ETL ↗
• ● Resilience, cross-region, and cross-cloud ↗

📌 Technical Blogs

Databricks AI Model Serving in production: scaling, cost, and latency lessons ↗

One Tenant, Multiple Subsidiaries: Account and Tenant Architecture for Azure Databricks ↗

Features in Motion: Three Patterns for Real-Time ML in Databricks Lakebase ↗

Active Discussions

Threads that kept the community talking this week 👀

● AI Search Endpoint Quota in Azure ↗

● DBR 17.3 – sporadic import failures from bundle ↗

● Unable to see a folder in DBFS ↗

● How to limit the AI/BI dashboard sharing people-picker to workspace members ↗

● Getting ‘Unauthorized Access’ when Serverless compute is trying to read s3 bucket data ↗

These are just the highlights – head to the community to see everything that's buzzing.

Community Newsroom: Announcements & Events

BrickTalk

Upcoming Community BrickTalk: Bringing (Geo)Spatial Awareness to your Conversational Agents

FREE Edition

What’s coming next to Free Edition

Product Post

Becoming the most comprehensive data & AI ecosystem on earth

AI/BI

Design Beautiful Dashboards in AI/BI

Product Post

What’s new in Databricks Platform security and compliance at Data + AI Summit 2026

Unity ai gateway

Building an open ecosystem for AI governance with Unity AI Gateway

Product Post

How Stagwell built privacy-safe ID matching on Databricks

Questions That Found Their Answer

Threads that wrapped up with a solution this week 

● Unable to see a folder in DBFS ↗

● How does Databricks handle registration and discovery of custom PySpark data sources in SDPs? ↗

● Foundation Models API blocked — "Databricks-set rate limit of 0" even after adding payment method ↗

● OBO Authentication with Unity AI Gateway and databricks.agents.deploy() ↗

● Auto Loader duplicate tracking ↗

These are just the highlights – head to the community to see everything that's buzzing.

That's All for This Week ✨

Thanks for reading. Share, reply, and keep the conversations going until we meet again.
See you next week! 👋

[Sumit_7]

Kudos to all the contributors and members 👏
Thanks for sharing @Advika!