Airflow 3.3 adds AI controls to auto‑fix silent data drift and failed jobs
Apache Airflow 3.3 now bundles three AI‑driven controls—semantic schema validation, persistent state for automatic job resumption, and LLM‑guided retry decisions. They aim to catch silent data drift, auto‑resume failed tasks, and choose smarter retry policies, cutting down on 2 a.m. firefighting without adding pipeline complexity.