Airflow 3 in Python: TaskFlow, Task Groups, and Dynamic Task Mapping for Modern Data Pipelines (2026)
A hands-on tour of Apache Airflow 3.3 with the airflow.sdk Task SDK: TaskFlow decorators, task groups, dynamic task mapping with .expand(), assets, native DAG versioning, and a 2.x migration playbook drawn from moving 900 DAGs.