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MVP Articles
This page brings together externally published articles written by our MVPs. Discover expert perspectives, real-world guidance, and community contributions from leaders across the ecosystem.
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Forum Posts

Hubert-Dudek
by Databricks MVP
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Change Data Feed - ingestion test

AUTO CDC made me curious about one practical question: if Auto CDC is now one of the easiest ways to process CDF, is it also the cheapest? To answer that, I compared 3 approaches: - AUTO CDC pipeline (in standard and performance mode)- Spark Structur...

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Hubert-Dudek
by Databricks MVP
  • 88 Views
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Dashboards - ask Genie

We can ask Genie to explain the chart or its changes, such as spikes. There is a new button directly in the chart corner to start a conversation. more news https://databrickster.medium.com/

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Latest Reply
Sumit_7
Honored Contributor II
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Good one to share @Hubert-Dudek 

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Hubert-Dudek
by Databricks MVP
  • 89 Views
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Data Quality Alerts

We can now define Data Quality Alerts and schedule them. We will be notified when an anomaly is detected. It was possible before, but required setting a custom query and using system tables. Additionally, SQL Alert is now a normal Lakeflow job task, ...

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Hubert-Dudek
by Databricks MVP
  • 97 Views
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Databricks One Account-level

There is a new account level, Databricks one. It includes all assets from all workspaces the user has access to in one place. It is available through https://accounts.azuredatabricks.net/one or https://accounts.cloud.databricks.com/one more news http...

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Hubert-Dudek
by Databricks MVP
  • 131 Views
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Quality monitoring improvements

Quality monitoring just got a big upgrade. Intuitive traffic lights make it easy to spot issues instantly, with detailed insights available on hover. Plus, a dedicated Quality tab and new checks (like null values) bring everything into one clear, act...

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Hubert-Dudek
by Databricks MVP
  • 134 Views
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How to Pass Terraform Outputs to Databricks’ DABS

There are more and more resources available in DABS, and I have to say, defining them is much nicer and easier to manage than in Terraform. We will continue using Terraform to deploy Azure or AWS resources, but we need to pass data from Terraform to ...

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Hubert-Dudek
by Databricks MVP
  • 145 Views
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Dynamic drop-down filter

A new dynamic drop-down filter is available for the SQL editor. It takes the first column from the other saved query we point to. https://databrickster.medium.com/databricks-news-2026-week-13-23-march-2026-to-29-march-2026-24f99a978752

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Hubert-Dudek
by Databricks MVP
  • 357 Views
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Lakewatch

Databricks is entering a new market: cybersecurity. It’s one of the fastest-growing markets, alongside AI. The choice was obvious; Databricks already has a strong foundation with agents and the Lakehouse architecture. Many companies are already stori...

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  • 357 Views
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Hubert-Dudek
by Databricks MVP
  • 166 Views
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DABS and git branch

From DABS, you can pass a git branch. It is also a really useful best practice, as this way you define that only the given branch can be deployed to the target (e.g., main only to target prod, otherwise it will fail). #databricks https://databrickste...

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Hubert-Dudek
by Databricks MVP
  • 146 Views
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Get job and other metadata from notebook

Do not use entry_point to get workspace_id, job_id, run_id, and other metadata. There is a ready, stable solution to do that. More good/bad practices on: https://www.sunnydata.ai/blog/databricks-multi-statement-transactions https://databrickster.medi...

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Hubert-Dudek
by Databricks MVP
  • 427 Views
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Databricks Assistant is now Genie Code

The biggest difference is that Genie is now aware of your data and file structure and can propose multiple enhancements to your files. Works excellently also with DABS. #databricks more news https://databrickster.medium.com/databricks-news-2026-week-...

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  • 427 Views
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Hubert-Dudek
by Databricks MVP
  • 156 Views
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5X-Large

I'm the biggest, the best, better than the rest. #databricks https://databrickster.medium.com/databricks-news-2026-week-12-16-march-2026-to-22-march-2026-c4a60b713f9e

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  • 156 Views
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