Learn how declarative data stacks eliminate custom ETL code through YAML configuration. Implement SCD2, UPSERT, SQL transpilation across BigQuery, Snowflake, and Databricks, plus automated orchestration and data quality validation—all without vendor lock-in.| Data Engineering Blog