Databricks Community

How We Cut Refresh Time and Compute Cost by ~60% — the Mechanics, Not Just the Headline"We reduced compute costs by 60%" is a great line in a slide deck and a mostly useless one in a technical forum, because it doesn't tell you why. Here's the actual...

Why We Used Delta Live Tables for Exactly One Pipeline (and Not for Silver/Gold)"Why isn't DLT used everywhere?" is one of the first questions I get when reviewing this architecture with other engineers — so I figured it was worth writing up properly...

Medallion Architecture in Practice: The Design Decisions Nobody Puts in the DiagramEvery Lakehouse conversation eventually shows the same three boxes: Bronze, Silver, Gold. It's a great mental model — but on a real enterprise migration, the diagram i...