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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

protmaks
by Databricks MVP
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Practical observations on working with Databricks Genie Code

I’ve been exploring Databricks Genie Code and wanted to share a few practical observations from early usage.What stands out to me is that Genie Code feels less like a traditional coding assistant and more like an agentic workflow assistant. It does n...

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protmaks
by Databricks MVP
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I looked into Genie Code costs in Databricks — it’s cheap until it isn’t

I’ve been testing Genie Code in Databricks and wanted to understand not just the UX, but the actual cost behavior.My impression so far:for simple code edits / code assistance, it looks almost free,but if Genie Code starts doing things that involve re...

  • 7522 Views
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Latest Reply
MrChromatic
New Contributor II
  • 4 kudos

I was looking at the cost inferred by genie, but i'm not understanding how genie usage is calculated, i looked the system.billing.usage table, can you tell me if i can use this to filter genie usage.

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2 More Replies
Abiola-David
by Databricks MVP
  • 5276 Views
  • 1 replies
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🚨 Big news from Databricks — Databricks One Mobile has just been announced 📲

Imagine having your dashboards, data, and data apps right in your pocket—accessible anytime, anywhere—without being tied to your desk.No laptop. No waiting. Just insights when you need them.Here’s what this unlocks in the real world A business leade...

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  • 5276 Views
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Latest Reply
LukasHavranek
New Contributor II
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What is the official release date?

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Hubert-Dudek
by Databricks MVP
  • 313 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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  • 313 Views
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Abiola-David
by Databricks MVP
  • 1153 Views
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Photon: Why Your Databricks SQL is Suddenly 3x Faster

If you’ve been working with newer clusters in Databricks, chances are you’ve noticed the term Photon appearing in your cluster configuration or query profiles. At first glance, it might look like just another performance feature—but in reality, Photo...

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Hubert-Dudek
by Databricks MVP
  • 1066 Views
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Databricks Asset Bundles is now Declarative Automation Bundles

Databricks Asset Bundles is now Declarative Automation Bundles. It is not only a name change. Now we can use the new direct engine, just specify the engine in the bundle. It is even possible to set a different engine per target and use the older styl...

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Abiola-David
by Databricks MVP
  • 900 Views
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AI/BI Dashboard Created from Genie Code

Databricks keeps pushing the boundaries of what’s possible in data and AI, and the new Genie Code capability is another exciting step forward.With Genie Code, teams can interact with their data using natural language and automatically generate code t...

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  • 900 Views
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Latest Reply
Nidhig631
Databricks MVP
  • 3 kudos

Genie Code is doing an amazing job with dashboarding. I have redesigned all my dashboards, and they now look much more polished and user-friendly.

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Hubert-Dudek
by Databricks MVP
  • 425 Views
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The Lakehouse Finally Has Real Transactions

Now you need SQL in production because the Lakehouse finally supports real multi-statement transactions. I took a detailed look at what happens in the success scenario in Delta Lake. #databricks https://databrickster.medium.com/now-you-need-sql-in-pr...

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Hubert-Dudek
by Databricks MVP
  • 451 Views
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OneLake Federation

OneLake can be easily federated in Unity Catalog. For federation, you can use Access Connector credentials. #databricks See how I set federation on video on https://databrickster.medium.com/databricks-news-2026-week-9-23-february-2026-to-1-march-2026...

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  • 451 Views
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Nidhig631
by Databricks MVP
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Introducing Genie Code: A New Way to Work with Data in Databricks

The primary goal of Databricks Assistant was to help users write code, debug issues, and fix errors directly inside notebooks. It acted as an AI-powered helper that simplified development for data engineers, data scientists, and analysts working on t...

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Hubert-Dudek
by Databricks MVP
  • 567 Views
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Move out of ADF now

I think it is time to move out of ADF now. If databricks is your main platform, you can go to Databricks Lakeflow Jobs or to Fabric ADF. Obviously first choice makes more sense, especially if you orchestrate databricks and don't want to spend unneces...

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  • 567 Views
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Latest Reply
wesleyfelipe
Contributor
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 @Hubert-Dudek  Really insightful article!I’ve worked quite a lot with ADF over the past few years, but with the recent advances in orchestration in Databricks I’m starting to feel the same way — it might be time to move on from ADF. Your point about...

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Hubert-Dudek
by Databricks MVP
  • 394 Views
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Business Domains in UC

Unity Catalog is getting serious and becoming more business-friendly. New discovery page with business domains, of course, everything ruled by tags #databricks more news https://databrickster.medium.com/databricks-news-2026-week-9-23-february-2026-to...

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Hubert-Dudek
by Databricks MVP
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Granular Permissions

Granular Permissions are available in Databricks Workspace. For access tokens, I hope that someday it will also be a general entitlement setting for users/groups (not only for their access tokens). #databricks more recent news https://databrickster.m...

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  • 302 Views
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sudarshank
by Databricks MVP
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Databricks Free Edition Youtube Playlist

If you are new to Databricks and want to get started, I have started a playlist. 26 videos already published, more in the pipeline. Happy learning !!Linkedin post: https://www.linkedin.com/posts/sudarshan-koirala_databricks-dataengineering-datascienc...

  • 398 Views
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