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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
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See Databricks costs right where you work

What if you could see the cost of your Databricks resources without switching to a dashboard or digging through billing tables?We built FinOpsWay, a free browser extension that brings cost information directly into the Databricks interface.You can se...

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protmaks
by • Databricks MVP
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How track of all Databricks badges and certifications

There are now 292 Databricks badges and certifications. I wanted to see which ones I’ve already earned and which ones are still available, but navigating the full list was becoming a bit of a pain.So I built a Credentials section on Bricksters to mak...

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Nidhig631
by • Databricks MVP
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Databricks Dataset Materialization

Exploring Databricks AI/BI: Dataset MaterializationHave you ever wondered how dataset materialization can help improve dashboard performance in Databricks AI/BI?I have written a new article explaining Dataset Materialization in Databricks AI/BI dashb...

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protmaks
by • Databricks MVP
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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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protmaks
by • Databricks MVP
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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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protmaks
by • Databricks MVP
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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...

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Latest Reply
DoTA
Valued Contributor II
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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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Nidhig631
by • Databricks MVP
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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...

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Latest Reply
JesseBouwman
New Contributor II
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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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Nidhig631
by • Databricks MVP
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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...

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protmaks
by • Databricks MVP
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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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Nidhig631
by • Databricks MVP
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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...

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Nidhig631
by • Databricks MVP
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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...

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