Databricks Community

One of the most interesting shifts in the Databricks ecosystem is Lakebase.For years, data architectures have enforced clear boundaries:OLTP → Operational databasesOLAP → Analytical platformsETL → Bridging the gapWhile familiar, this model often crea...

One of the recent additions to the Databricks ecosystem that caught my attention is Lakebridge, a migration accelerator aimed at legacy ETL and data warehouse workloads.Migration projects are always interesting to discuss because, in practice, they a...

In a Databricks project integrating multiple legacy systems, one recurring challenge was maintaining development consistency as pipelines and team size grew.Pipeline divergence tends to emerge quickly:• Different ingestion approaches• Inconsistent tr...

Databricks launching a Free Edition and committing $100M to data + AI education isn’t just about free access — it’s about changing how people learn data engineering.When engineers learn on a unified platform, not a stitched-together toolchain, they s...

Databricks provides built-in AI functions that can be used directly in SQL or notebooks, without managing models or infrastructure.Example:SELECT ticket_id, ai_generate( 'Summarize this support ticket:\n{{text}}', 'databricks-dbrx-instruct', descript...