February Databricks Updates: Lakebase Autoscaling, Knowledge Assistant AI, and Sharing to Iceberg

Databricks
1,486 views February 2, 2026

Databricks platform release notes: https://docs.databricks.com/aws/en/release-notes/product Want some pre made data? Check out Caspers Kitchen for a 4 click deployment here: https://github.com/databricks-solutions/caspers-kitchens Loved this podcast but wanted it on spotify? https://open.spotify.com/show/1HVAzoA2A9nHfayMlRS81i Hated this podcast? Why not replace us with an RSS feed: https://docs.databricks.com/aws/en/release-notes/#databricks-release-notes-feed 00:00 Intro 00:36 New Connectors in Databricks 05:15 Databricks Assisstant 10:57 forEachBatch() in SDP 15:38 Foundation Models in Databricks 19:26 Delta Sharing to Iceberg 22:06 Knowledge Assistant is GA 27:05 Lakebase Autoscaling 31:52 Rating 33:53 What even is this

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