Apache Airflow

Apache Airflow is a scalable, extensible workflow orchestration platform that empowers teams to programmatically author, schedule, and monitor complex data pipelines. Created by the open-source community, Airflow is battle-tested at organizations of every size.

Key Features:

• Pure Python — Define workflows as code using standard Python, no XML or CLI hacks
• Robust Web UI — Monitor, schedule, and manage workflows with a modern dashboard
• Extensible Operators — Plug-and-play integrations with AWS, GCP, Azure, and hundreds more
• Dynamic Pipelines — Generate pipeline DAGs dynamically with Python loops and parameters
• Scalable Architecture — Modular message queue design scales to orchestrate unlimited workers

Whether you're a data engineer, ML practitioner, or scraping team lead, Airflow provides the foundation to automate and monitor any pipeline.