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Most teams that move to Databricks get the hard part right. They migrate the processing engine, rebuild the transformation logic, and stand up Unity Catalog. Then they leave Azure Data Factory running in the background: connected to everything, owned by nobody, and quietly accumulating cost and complexity. In this entry, that’s the gap we address.

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Lakeflow Connect Free Tier: $35/Day Back in Your Budget

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Mar 10, 2026

The Lakehouse Finally Has Real Transactions

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Why Your Databricks Upgrade Is Incomplete If You're Still Running ADF

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Managed Iceberg Tables

Learn when to choose Apache Iceberg over Delta tables in Databricks. Complete guide covering manifest files, CDC limitations, liquid partitioning, and table properties with practical examples.

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Discover how Databricks' 9 major announcements at Summit 2025 are democratizing AI with Agent Bricks, Lakebase, free edition, and more game-changing innovations.