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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
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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...

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Hubert-Dudek
by • Databricks MVP
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Deduplicate your data

Declarative pipelines are among the best ways to deduplicate your data, especially for dimensions. From AUTO_CDC() to advanced deduplication quality check #databricks https://databrickster.medium.com/deduplicating-data-on-the-databricks-lakehouse-5-w...

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Hubert-Dudek
by • Databricks MVP
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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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Hubert-Dudek
by • Databricks MVP
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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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Latest Reply
Shetty_1338
New Contributor III
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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
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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...

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Hubert-Dudek
by • Databricks MVP
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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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Latest Reply
Nidhig631
Databricks MVP
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DAB supports 3 level namespace. 

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

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Sudhir_G
by • Databricks MVP
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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...

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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
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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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Hubert-Dudek
by • Databricks MVP
  • 557 Views
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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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Hubert-Dudek
by • Databricks MVP
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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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