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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
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Serverless Env v6

Version 6 of the serverless environment is available, which corresponds to runtime 19. more news https://medium.com/databrickscommunity/databricks-news-serverless-genie-code-ltap-lakeflow-61853d8e422a

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Hubert-Dudek
by Databricks MVP
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External price control

In the Unity AI gateway, it is also possible to register an external model for which we pay the provider directly (OpenAI, Anthropic, etc.). In that case, Databricks now knows the prices for those models and can calculate, monitor usage, and alert or...

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Hubert-Dudek
by Databricks MVP
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What's new and what's next in DABs

Direct mode is GA and is now the default for bundles created from the workspace (since 13th August 2026); it will become the general CLI default on 26th August 2026. Let's see what direct mode brings and what will come next. https://medium.com/databr...

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Hubert-Dudek
by Databricks MVP
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Serverless in Compute Section

It is great to see serverless in the compute section. Especially because I proposed it some time ago and lobbied for it during advisory meetings. Now we can set permissions for serverless compute. More options will come. I can say that it is my favor...

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Hubert-Dudek
by Databricks MVP
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Object metadata

Thanks to the new column_object_metadata we have access to storage-level information such as MIME type, ETag, and other metadata. That functionality is for external volumes, as in some use cases that data was needed for ingestion. Just remember that ...

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Hubert-Dudek
by Databricks MVP
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Track Secrets Access

Unity Catalog secrets operations Create, Update, List, Read, or Reference are now in audit tables as well. I think that, aside from a clear permission model, it is the biggest benefit of storing secrets in UC. more news https://medium.com/databricksc...

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Hubert-Dudek
by Databricks MVP
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RT Lakehouse - impossible?

x10 performance,x100 concurrency,price the same,impossible?not in databricks see benchmark https://www.sunnydata.ai/blog/databricks-rt-lakehouse-benchmark-results  

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Hubert-Dudek
by Databricks MVP
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DABs: immutable_folder

Don’t overwrite your code — make it immutable! With every deployment, thanks to immutable_folder, all files are copied to a new, read-only folder. They are not overwritten. The biggest benefit is that jobs already underway will not fail or produce un...

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Hubert-Dudek
by Databricks MVP
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Runtime 18 LTS and change of naming convention

19 is already here, but 18 is now LTS. In a new naming convention, LTS doesn’t have a minor version. New features, behavior changes, and fixes are now added incrementally to the same major Runtime version till it becomes LTS. In fact, that approach s...

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Hubert-Dudek
by Databricks MVP
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CLI Version Check

Not yet an automatic update, but at least we can check whether our CLI version is up to date. #databricks My blog post with news: https://databrickster.medium.com/databricks-news-dabs-indexes-ltap-genie-last-update-25-july-ffac8533774f

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Hubert-Dudek
by Databricks MVP
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Genie Spaces (Agents) in DABs

Genie Spaces (now renamed to Genie Agents) are available now in DABs as … Genie Spaces. First, you need to run bundle generate to export your existing development Genie into a bundle. #databricks My blog post with news: https://databrickster.medium.c...

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Hubert-Dudek
by Databricks MVP
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Genie Ask in CLI

We can use Genie now, even in the CLI, with a simple ask command. #databricks My blog post with news: https://databrickster.medium.com/databricks-news-dabs-indexes-ltap-genie-last-update-25-july-ffac8533774f

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Hubert-Dudek
by Databricks MVP
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Lakebase CDF

If we set the REPLICA option in Postgres, we can then set CDF sync to Unity Catalog in the branch overview. #databricks more news and video https://medium.com/databrickscommunity/databricks-news-rt-lakehouse-reyden-lakebase-ttl-8416bdccf627

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Latest Reply
Hubert-Dudek
Databricks MVP
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I hope soon it will be in DABS also LTAP is coming and is going to repalce that

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Hubert-Dudek
by Databricks MVP
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Lakebase search

In the Lakebase project, we can enable Lakebase Search. Lakebase Search is Databricks’ managed search capability for Lakebase projects. Under the hood, it exposes two Postgres extensions: lakebase_vector, which adds approximate nearest-neighbor vecto...

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Hubert-Dudek
by Databricks MVP
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Indexes came to Lakehouse

Lakehouse indexes allow not only to skip files during read but also, thanks to row-level tracking id to go directly to the given row and skip scanning other rows in the file. #databricks https://www.sunnydata.ai/blog/databricks-full-text-search-index...

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