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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

AbiolaDavid
by Databricks MVP
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Why Custom URLs in Azure Databricks Are a Game-Changer for Enterprise Teams

If you’ve worked with Azure Databricks for a while, you’ve probably noticed one small but persistent friction point: the URLs.They’re long, system-generated, and not exactly memorable.Something like:Now imagine sharing that with business users, analy...

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iamgoce
New Contributor III
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This looks very promising!Question - how do the workspace URLs work once the custom domain at the account level has been configured. If one goes to the development workspace, will the new url look like "https://contoso.databricks.com/WORKSPACE_ID"?

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Hubert-Dudek
by Databricks MVP
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Notebook tags

Now you can also tag notebooks. Especially useful if you process any PII data. #databricks More news on https://databrickster.medium.com/

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Sumit_7
Esteemed Contributor
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Nice one @Hubert-Dudek 

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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
  • 453 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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Sumit_7
Esteemed Contributor
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Good one to share @Hubert-Dudek 

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Nidhig631
by Databricks MVP
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Databricks Metric Views

What is a Metric View? (Think of it as a virtual report definition)Metric Views are a first-class object in Databricks Unity Catalog that allow you to define reusable, governed business metrics on top of your existing tables and views.Think of them a...

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Sumit_7
Esteemed Contributor
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@Nidhig631 Good share!

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Hubert-Dudek
by Databricks MVP
  • 458 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
  • 467 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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sudarshank
by Databricks MVP
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Dabricks AI Gateway (Beta)

Are you managing multiple LLMs on Databricks with no visibility or control? If the answer is Yes, don't worry, you are not alone. I have been in multiple discussion and got the same question about managing multiple LLMs in one place. Now, we have Dat...

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Hubert-Dudek
by Databricks MVP
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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
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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
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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
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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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Hubert-Dudek
by Databricks MVP
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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
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access token from entry_point VS SDK built-in authentication

Do not get the current access token from entry_point or variables. Databricks SDK has built-in authentication, which can be used even for REST API calls. #databricks https://databrickster.medium.com/just-because-you-can-do-it-in-databricks-doesnt-mea...

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Nidhig631
by Databricks MVP
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Databricks AI/BI Genie Space: Unlocking Generative AI on Delta Tables for Smarter Analytics

Sharing the latest update on Databricks Genie.The written article is in 3 versions to make it easy to follow the journey:Version 1 covers the initial releaseVersion 2 includes the major improvementsVersion 3 has the latest updates till 2026     Agent...

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