Several breakthrough announcements emerged at DAIS 2025, but the Lakeflow updates around building robust pipelines had the most immediate impact on my current code. Specifically, I can now see a clear path to persisting SCD2 (Slowly Changing Dimension Type 2) tables in the silver layer from mutable data sources. If this sentence resonates with you, […]
Posts Tagged ‘Data Observability’
Delta Live Tables and Great Expectations: Better Together
Modern data platforms like Databricks enable organizations to process massive volumes of batch and streaming data—but scaling reliably requires more than just compute power. It demands data observability: the ability to monitor, validate, and trace data through its lifecycle. This blog compares two powerful tools—Delta Live Tables and Great Expectations—that bring observability to life in […]