🌟 Community Pulse: Your Weekly Roundup! August 31 – September 06, 2026

[Advika]

The Weekly Digest • August 31 – September 6

Community Pulse

Your weekly pulse: new articles, real answers, and the discussions worth watching. 📨 📌

🏅 This Week's Community Stars

  This week's difference-makers – and a shout-out to the new members earning their spot here 👏:

@balajij8

@Satyasai

@data_pulse

@srini_ve

+ Top Brickster contributor:

@Ashwin_DSA

Note: Names are listed in no particular order.

📖 Knowledge Hub

✍️ Community Articles

• ●  Solution Accelerator Series | Subscriber Churn Prediction ↗
• ●  Learn Databricks Lakehouse | From Fundamentals to Hands-On Labs ↗
• ●  All 18 Lakeflow AUTO CDC configurations went green. Five failed my ship check ↗
• ●  Data Engineering 3.0 - From Trusted Data Products to Context Layers ↗
• ●  Your Row Filter Works. The Agent Just Isn't Who It's Filtering ↗
• ●  Evaluating Unity AI Gateway for Enterprise Cost Control ↗
• ●  Building Custom Agents on Databricks:LangGraph, Atlan-Grounded Routing, and Per-Run Cost with MLflow...
• ●  I Stopped Sending Every Data Engineering Task to an LLM - A Cost Aware Routing Pattern on Databricks...

📌 Technical Blogs

Technical Blog Lakeflow Connect: Message Bus Ingestion - Now shipping your logs directly! (Beta)Read article →	Technical Blog GeoGenie 2: Ask your map a question in plain EnglishRead article →
Technical Blog Custom Visualizations in Databricks AI/BI Dashboards: Build a Dumbbell ChartRead article →	Technical Blog Managing Databricks Genie Agents as Code with Databricks Declarative Automation Bundles (DAB)Read article →

Active Discussions

Threads that kept the community talking this week 👀

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Streaming tables fail with DELTA_STREAMING_INCOMPATIBLE_SCHEMA_CHANGE_USE_SCHEMA_LOG

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Databricks Data Ingestion

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What is the difference between a managed table and an external table in Databricks?

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Lakaflow connect Data Ingestion gatway pipeline fail often and restarts automatically

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create_auto_cdc_from_snapshot_flow Python session resolution fails if having multiple snapshot flows

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VS Code and Connect - Manual Environment Setup

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

🔥 Genie-Powered App Showcase

 From idea to app – see the Genie-powered projects our community built during this period ✨:

Genie App Genie Powered App ChallengeExplore →	Genie App A Conversational Trade Promotion Optimization App with Genie at the CoreExplore →	Genie App AegisBank: Autonomous Fraud Ring & Mule Surveillance Copilot (Track A)Explore →
Genie App Ledgerly: A Genie-Powered Business Health Copilot for Small BusinessesExplore →	Genie App LakeOps - A Lakehouse Operation Observability AppExplore →	Genie App Genie SQL Quest: A Genie-Powered Arcade for Learning SQLExplore →
Genie App OpsPulse- From Operational Signals to Data-Backed Answers with AIBI GenieExplore →	Genie App Crux — Construction Intelligence Powered by Databricks GenieExplore →	Genie App BI Rationalization Genie: Turning Report Sprawl into Conversational Decisions with Databricks GenieExplore →
Genie App MAD DATA LAB: Wonderful. Something Is Wrong.Explore →	Genie App SleepLens: Turning Multimodal Sleep Data Into Conversations With Databricks GenieExplore →	Genie App Insurance Intelligence Copilot – Powered by Databricks GenieExplore →
Genie App MuleGraph Investigator: Uncovering Money Mule Networks with Databricks GenieExplore →	Genie App CurePath: fewer avoidable repossessions, found by asking questionsExplore →	Genie App ChicagoPulse: Ask Your City What’s Changing and WhyExplore →
Genie App Policy Time Machine: Teaching Genie to Answer "What Changed Before the Claim?Explore →	Genie App Research It!Explore →	Genie App Crick Genie XIExplore →

🎙 Community Newsroom: Announcements & Events

● World tour DATA + AI World Tour 2026

● world tour The Data + AI World Tour lands Sept 16 - apply before seats are gone

● Customer Story CUSTOMER STORY | PAR Technology builds modern AI-powered intelligence on Databricks Genie

● Customer Story CUSTOMER STORY | Kraken governs utility data at scale with Unity Catalog

● Customer Story CUSTOMER STORY | Brasilprev turns scattered knowledge into governed insights with Genie

✅ Questions That Found Their Answer

A few of the threads that wrapped up with a solution this period:

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External location not accessble with job and general purpose cluster but works fine with serverless

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How can i rename a column in a delta table?

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Difference between Workspace and Unity Catalog experiments when using MLflow autologging?

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Thoughts on Using Remix for Data-Focused Applications

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Is it possible to embed a Genie Space inside a Power BI report?

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

Your turn!👀
Saw a question you can answer? A story worth sharing? Every great thread starts with someone hitting "reply".
Go hit reply 😎👋.

[ivanvyd]

Thank you for this @Advika. Does it make sense to add a small section for unanswered questions, if it is not taking much time? Imho it would be a useful addition, especially older ones that have slipped off the front page. Appreciate your efforts!

[Advika]

That’s a good suggestion, @ivanvyd! We’ll definitely consider adding a dedicated section for unanswered questions in the weekly Pulse post. 👍
And also you can use the Unanswered filter to spot unanswered posts, both on the Home page and the Discussions page. 

[ivanvyd]

Thank you @Advika , I haven't noticed that filter before 😅