Apache Airflow
Programmatic workflow orchestration
Apache Airflow is the most popular workflow orchestration platform for data pipelines. DAG-based scheduling with Python. Massive ecosystem but showing its age.
Panel Reviews
The Builder
Developer Perspective
“The standard for data pipeline orchestration. Massive community, operator ecosystem, and battle-tested at scale.”
The Skeptic
Reality Check
“Airflow works but its age shows. DAG development is slow, testing is painful, and the UI is dated. Dagster or Prefect are better.”
The Futurist
Big Picture
“Airflow defined data orchestration but newer tools like Dagster have better abstractions. Inertia keeps Airflow dominant.”
Community Sentiment
“Still the default choice but Prefect and Dagster are making serious inroads for new projects”
“Airflow works great once set up, but the initial config and scaling story is a nightmare”
“The ecosystem is huge but you feel the age every time you debug a stuck DAG”
“Battle-tested at massive scale — nothing beats Airflow for complex enterprise pipelines”