Workflow Automation Tools

Airflow | Prefect 2 | n8n

Airflow

When to Use

• need a mature, battle-tested solution for fixed schedules
• have a complex, large-scale workflows with clear dependencies
• team is comfortable with Python and its specific idioms

Prefect 2

When to Use

• need dynamic workflows and flexible execution
• prioritize ease of use for Python developers
• require strong MLOps integration and artifact management

n8n

an open, extensible workflow automation tool that lets you visually compose automated workflows (integrations, ETL, notifications, etc.) by connecting “nodes” (apps, code, triggers)

• you can self‑host it or use n8n Cloud