Apache Airflow vs Flyway

Apache Airflow is an open-source workflow orchestration platform for programmatically authoring, scheduling, and monitoring data pipelines. Workflows are defined as directed acyclic graphs (DAGs) in Python, with a web-based UI for monitoring and management. Airflow is widely used for ETL/ELT workflows, ML pipelines, and data engineering tasks.

Flyway is a developer-utilities tool that database migration tool that versions and applies schema changes using sql or java-based migrations. It is open source software.