#dag

Apache Airflow DAG: Idempotent Workflows

Why Traditional Airflow DAG Patterns Fail at Scale Many data engineers approach Airflow DAG design with patterns borrowed from traditional ETL tools or batch processing frameworks that assume linear, one-time execution. These patterns break down cata...