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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

sudarshank
by Databricks MVP
  • 2949 Views
  • 0 replies
  • 1 kudos

Databricks Genie Pricing

Seems there is so much confusion on the upcoming Genie pricing.Databricks Genie pricing, made simple:Free monthly usage stays Only usage beyond it is billed (DBUs)Paid starts July 6, 2026Admins set budgets to cap spendGenie did NOT become paid-only. ...

  • 2949 Views
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  • 1 kudos
Hubert-Dudek
by Databricks MVP
  • 469 Views
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auto scope tokens

If you don’t know which permissions (scopes) to add to the access token (since some processes can require many scopes), just set access tokens to auto-scoping, and after 30 days, it will set the required scope based on usage during the first 30 days....

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  • 469 Views
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  • 2 kudos
Nidhig631
by Databricks MVP
  • 531 Views
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Claude Mythos & Databricks LakeWatch

Databricks LakeWatch- Security for the Agentic Era:What is Lakewatch?Lakewatch is a new security product, essentially a comprehensive security camera system for your entire company’s computer systems, powered by AI.Two significant developments occurr...

  • 531 Views
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  • 2 kudos
Nidhig631
by Databricks MVP
  • 783 Views
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  • 1 kudos

Databricks Genie vs Databricks Genie Code

Databricks Genie vs Databricks Genie Code – What's the Difference?Many people assume Genie and Genie Code are the same, but they are designed for completely different audiences and use cases.GenieWho it’s for: All employees, from Marketing Managers t...

  • 783 Views
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  • 1 kudos
Hubert-Dudek
by Databricks MVP
  • 386 Views
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  • 2 kudos

UI sync back to DABs

If you deploy a bundle from the UI in development mode (source-linked deployment) and edit it in the UI, changes are now propagated to the files. Really useful for jobs and dashboards. For jobs, of course, please always review in GIT as results in so...

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  • 386 Views
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  • 2 kudos
Hubert-Dudek
by Databricks MVP
  • 1228 Views
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Apps and Lakebase scaling

Lakebase can scale up more, and Apps are now getting horizontal scaling. Seems like #databricks is the best place to run your app now, any app. https://databrickster.medium.com/databricks-news-cli-v-1-0-0-ai-tools-last-updated-25th-may-767ef39abe8a

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  • 1228 Views
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  • 1 kudos
AbiolaDavid
by Databricks MVP
  • 579 Views
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Databricks Introduces Column Popularity in Unity Catalog: A Smarter Way to Understand Data Usage

Databricks continues to enhance data governance and observability with the introduction of Column Popularity in Unity Catalog's Catalog Explorer. This new capability provides data teams with visibility into which columns are queried most frequently a...

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  • 579 Views
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protmaks
by Databricks MVP
  • 614 Views
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How to create Databricks Jobs Monitoring in your custom Databricks App

If you run dozens of scheduled jobs on Databricks, you already know the two native options for catching failures — email/Teams alerts and the Monitoring dashboard — both let you down at scale. You forget to wire up alerts on new jobs, and the dashboa...

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  • 614 Views
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Hubert-Dudek
by Databricks MVP
  • 1440 Views
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Databricks Docker and runtimes

Databricks published a list of its own runtimes as Docker images, but what is amazing is that it is not only the standard runtime but also some versions of runtimes, including my two favorites, minimal and version-matching serverless environment, and...

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  • 1440 Views
  • 0 replies
  • 1 kudos
Hubert-Dudek
by Databricks MVP
  • 297 Views
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aitools

Now, using CLI, it is easy to generate databricks skills for your favorite agent. Just hit databricks aitools install #databricks https://databrickster.medium.com/databricks-news-cli-v-1-0-0-ai-tools-last-updated-25th-may-767ef39abe8a    

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  • 297 Views
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Hubert-Dudek
by Databricks MVP
  • 308 Views
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CLI generally available

Databricks CLI and DABs are generally available, and the first version has been released! #databrickshttps://databrickster.medium.com/databricks-news-cli-v-1-0-0-ai-tools-last-updated-25th-may-767ef39abe8a  

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  • 308 Views
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