Dynamic Task Mapping in Apache Airflow: Replace Static Loops with Runtime Parallelism
Airflow 2.3+ dynamic task mapping lets you create task instances at runtime from an upstream list. Example shows S3 file processing with .expand(), plus XCom size and fan‑out guardrails.
apacheairflow