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I benchmarked the new Lakehouse RT: It’s fast, cheap, and open-format
I benchmarked the new Lakehouse RT: It’s fast, cheap, and open-format

Most teams assume faster real-time queries mean higher compute costs. We benchmarked Databricks' new RT Lakehouse engine across datasets from 1 million to 50 billion records to find out, and the results reset what "fast" costs on a lakehouse.

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The Translator’s Gone: Inside Databricks' Direct Engine
The Translator’s Gone: Inside Databricks' Direct Engine

Databricks just replaced the engine behind DABs deployment. Here's what Direct Engine changes, why it matters, and how to migrate your existing bundles before Terraform support goes away.

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Full-text search index on Databricks. How we cut search time by 400x

Full-text search index on Databricks. How we cut search time by 400x


We benchmarked Databricks' new full-text search index across tables from 100M to 10B rows. The result: a 10B-row word search dropped from 71 minutes to under 11 seconds: a 99.75% speedup! Here's how the feature works, how to set it up, and when it's not worth using.

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Databricks Hubert Dudek Databricks Hubert Dudek

My Favorite Announcements from the Data + AI Summit 2026

Databricks Data + AI Summit 2026 made one thing clear: this is no longer just a data platform. From sub-millisecond reads with Lakehouse//RT to CustomerLake, App Builder, and ZeroOps, the announcements tell a single architectural story. Here's what stood out, and why the most important AI news wasn't about AI at all.

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Governance, Databricks, Data + AI Hubert Dudek Governance, Databricks, Data + AI Hubert Dudek

Enforcing Enterprise Naming Conventions in Databricks: The Agentic Way

Naming conventions only work if they're enforced — and a Confluence page nobody reads isn't enforcement. This post walks through using Databricks Workspace Skills to make naming rules executable in Genie Code, then scaling that to a catalog-wide audit agent built with Databricks Apps and DABS. The result is automated, repeatable governance that runs without requiring engineers to opt in.

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