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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
  • 178 Views
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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
  • 228 Views
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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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protmaks
by • Databricks MVP
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Databricks icons for draw.io and Mermaid

I recently discovered a very useful set of Databricks icons for draw.io and Mermaid created by Eduardo Rabelo.For anyone who regularly creates Databricks architecture diagrams, documentation, presentations, or technical posts, this is something that ...

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Hubert-Dudek
by • Databricks MVP
  • 156 Views
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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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protmaks
by • Databricks MVP
  • 313 Views
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How to Block Databricks Genie Usage When a Budget Limit Is Reached

This is an important change after the introduction of Genie Code billing. Previously, administrators could configure budgets and notifications, but exceeding a threshold did not necessarily stop further usage.With the new Block usage option, you can ...

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sudarshank
by • Databricks MVP
  • 2773 Views
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Omnigent Meta-Harness

If you haven't tried Omnigent yet, you are missing out. Give a try and thank me later.https://lnkd.in/p/dTx3erHw

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Latest Reply
Sumit_7
Esteemed Contributor
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Adding other resources as well -- https://omnigent.ai/quickstart/install- https://github.com/omnigent-ai/omnigent- https://www.databricks.com/blog/introducing-omnigent-meta-harness-combine-control-and-share-your-agents

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Hubert-Dudek
by • Databricks MVP
  • 269 Views
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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
  • 405 Views
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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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protmaks
by • Databricks MVP
  • 591 Views
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Databricks Data Mesh Best Practices: Practical Implementation Guide

How long does your business wait for a new report? A week? A month? Sometimes longer? The problem is often not Databricks, Spark, or compute. It's that every new dataset, metric, and Gold table has to go through the same Data Team. As the company gro...

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