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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
  • 355 Views
  • 0 replies
  • 2 kudos

AI gateway

Codex, Claude, Gemini blocked? No problem. Route everything through Databricks AI Gateway. #databricks https://databrickster.medium.com/databricks-news-2026-week-8-16-february-2026-to-22-february-2026-f2ec48bc234f

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  • 355 Views
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Hubert-Dudek
by Databricks MVP
  • 504 Views
  • 1 replies
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DABS: external locations

More under DABS! External locations are now available as DABS code. I hope that credentials will be available soon, too, so it will be possible to reference the credential resource from an external location. #databricks https://medium.com/@databricks...

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  • 504 Views
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Latest Reply
Shetty_1338
New Contributor III
  • 1 kudos

This is great, so eventually DAB might help replacing Terraform overhead for these platform resources or any other infrastructure maintenance and governance.  

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Nidhig631
by Databricks MVP
  • 687 Views
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Migration from Azure Data Factory(ADF) to Databricks Lakeflow Jobs

Many teams think migrating from Azure Data Factory to Databricks Lakeflow Jobs is just a pipeline rewrite. It’s not.It’s about:* Simplifying over-engineered architectures* Reducing orchestration and monitoring overhead* Aligning data engineering with...

  • 687 Views
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Hubert-Dudek
by Databricks MVP
  • 814 Views
  • 2 replies
  • 3 kudos

Catalogs in DABS

Catalogs are now under DABS, and I am happy to say goodbye to Terraform and to manage all UC grants in DABS. #databricks https://databrickster.medium.com/databricks-news-2026-week-8-16-february-2026-to-22-february-2026-f2ec48bc234f

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  • 814 Views
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Latest Reply
Nidhig631
Databricks MVP
  • 3 kudos

DAB supports 3 level namespace. 

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1 More Replies
Hubert-Dudek
by Databricks MVP
  • 268 Views
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set query tags

It is possible to tag queries. That functionality is also supported by external clients (Jdbc/dbt/Power BI, etc.) #databricks https://databrickster.medium.com/databricks-news-2026-week-8-16-february-2026-to-22-february-2026-f2ec48bc234f

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  • 268 Views
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Hubert-Dudek
by Databricks MVP
  • 309 Views
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just TABLE

Do you know that instead of SELECT * FROM TABLE, you can just use TABLE? TABLE is just part of pipe syntax, so you can always add another part after the pipe. Thanks to Martin Debus for noticing the possibility of using just TABLE. #databricks https:...

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  • 309 Views
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Hubert-Dudek
by Databricks MVP
  • 746 Views
  • 2 replies
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INSERT WITH SCHEMA EVOLUTION

I am back, and runtime 18.1 is here, and with it INSERT WITH SCHEMA EVOLUTION https://databrickster.medium.com/databricks-news-2026-week-8-16-february-2026-to-22-february-2026-f2ec48bc234f  

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  • 746 Views
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Latest Reply
szymon_dybczak
Esteemed Contributor III
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Such a cool feature. Thanks for sharing @Hubert-Dudek !

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1 More Replies
Sudhir_G
by Databricks MVP
  • 1064 Views
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The Mythical Man-Month Revisited: Engineering in the Era of AI Agents

For more than 50 years, software engineering has been guided by principles like The Mythical Man-Month, Brooks’s Law, Hofstadter’s Law, Parkinson’s Law, and the Iron Triangle.But those laws were built around a specific reality: human cognitive limits...

  • 1064 Views
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Latest Reply
MarkGowdy
New Contributor II
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Love this post, Sudhir.It's been fascinating to see how quickly the principles in TMMM are evolving in the last 6 months, with the rise of agentic AI.  It's a shame Fred Brooks is not around to see this technology shift.

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Hubert-Dudek
by Databricks MVP
  • 292 Views
  • 0 replies
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Foundation for Agentic Quality Monitoring

Agentic quality monitoring is available in databricks. But tooling alone is not enough. You need a clearly defined Data Quality Pillar across your Lakehouse architecture. #databricks https://www.sunnydata.ai/blog/databricks-data-quality-pillar-ai-rea...

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  • 292 Views
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Hubert-Dudek
by Databricks MVP
  • 327 Views
  • 0 replies
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Data deduplication

At the Lakehouse, we don't enforce Primary Keys, which is why the deduplication strategy is so important. One of my favourites is using transformWithStateInPandas. Of course, it only makes sense in certain scenarios. See all five major strategies on ...

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  • 327 Views
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Hubert-Dudek
by Databricks MVP
  • 401 Views
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Databricks is event-driven

When a new external location is created, file events are created by default. The autoloader from runtime 18.1 defaults to file notification mode.It is just a few weeks after TRIGGER ON UPDATE was introduced. more news:https://databrickster.medium.com...

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  • 401 Views
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Abiola-David
by Databricks MVP
  • 790 Views
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🚀 Databricks Runtime 18.1 (Beta) — A Big Leap Forward for Data & AI Teams

Databricks has rolled out Runtime 18.1 (Beta), and it’s packed with meaningful enhancements across streaming, Delta Lake, SQL, geospatial, performance, and Spark 4.1.0 improvements. This release builds on 18.0 and introduces new capabilities that mak...

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  • 790 Views
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protmaks
by Databricks MVP
  • 436 Views
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Databricks Data + AI Summit 2026 meme — who do you recognize?

Registration for Databricks Data + AI Summit 2026 is open, so I made a quick meme video with recognizable Databricks/community faces.Who did you recognize? Who’s missing?Bonus: share one fun fact about any of them — I’ll compile the best ones for a f...

  • 436 Views
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