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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
  • 285 Views
  • 0 replies
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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 ...

  • 285 Views
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protmaks
by Databricks MVP
  • 504 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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  • 504 Views
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protmaks
by Databricks MVP
  • 10774 Views
  • 4 replies
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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...

  • 10774 Views
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Latest Reply
DoTA
Valued Contributor
  • 4 kudos

Great writeup - I'm also facing the same problem with Genie Code.1. This billing attribution gap isn't specific to Genie Code, it shows up anywhere an agent/orchestration layer spins up ad-hoc compute (serverless one) on your behalf. Eventhough you c...

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3 More Replies
Nidhig631
by Databricks MVP
  • 1400 Views
  • 3 replies
  • 3 kudos

How to enable a custom URL in Azure Databricks?

Azure Databricks now allows organisations to configure a custom URL at the account level, providing a unified and branded access point for all users.Instead of navigating multiple workspace-specific URLs, users can log in once using a single custom U...

  • 1400 Views
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Latest Reply
JesseBouwman
New Contributor II
  • 3 kudos

I've also landed on the community page after trying to get the custom-url to work. In the accounts console itself the option is mentioned, but it seems it's unavailable for our account at the moment. Are there any prerequisites except for the ones in...

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2 More Replies
Nidhig631
by Databricks MVP
  • 236 Views
  • 0 replies
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Databricks Foreign Table

Foreign Tables in Databricks are part of Lakehouse Federation and allow you to query data that lives outside Databricks without copying it into Delta tables first. Think of them as a Unity Catalog object that points to an external system.Let’s unders...

  • 236 Views
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protmaks
by Databricks MVP
  • 414 Views
  • 0 replies
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Databricks Community Articles in Medium

Please follow https://medium.com/databrickscommunity for the best articles about Databricks.We welcome contributions from anyone in the Databricks community. Submit your first article as a guest (follow us, and in the article menu, choose “submit to ...

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  • 414 Views
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Nidhig631
by Databricks MVP
  • 357 Views
  • 0 replies
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Databricks Genie Code Gets a Full Page Command Centre

As someone who spends hours every day building notebooks, debugging pipelines, and experimenting with AI agents in Databricks, there was always one thought in the back of my mind.“Why can’t Genie Code have a full-screen workspace where I can manage e...

  • 357 Views
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Nidhig631
by Databricks MVP
  • 531 Views
  • 0 replies
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Claude Mythos & Databricks LakeWatch

Databricks LakeWatch- Security for the Agentic Era:What is Lakewatch?Lakewatch is a new security product, essentially a comprehensive security camera system for your entire company’s computer systems, powered by AI.Two significant developments occurr...

  • 531 Views
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Nidhig631
by Databricks MVP
  • 783 Views
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Databricks Genie vs Databricks Genie Code

Databricks Genie vs Databricks Genie Code – What's the Difference?Many people assume Genie and Genie Code are the same, but they are designed for completely different audiences and use cases.GenieWho it’s for: All employees, from Marketing Managers t...

  • 783 Views
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protmaks
by Databricks MVP
  • 614 Views
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How to create Databricks Jobs Monitoring in your custom Databricks App

If you run dozens of scheduled jobs on Databricks, you already know the two native options for catching failures — email/Teams alerts and the Monitoring dashboard — both let you down at scale. You forget to wire up alerts on new jobs, and the dashboa...

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  • 614 Views
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  • 1 kudos