Kestra
Data pipelines & ETLDeclarative orchestration language for data and process workflows
- Stars
- ★ 29.9k
- Licence
- Apache-2.0
- Updated
- Self-host or cloud
- Commercial OK
Alternative to Airflow managed, Make

Industry-standard Python workflow scheduler for data teams
From GitHub, fetched 19 Oct 2026.
Apache Airflow orchestrates batch workflows as DAGs in Python. Widely used for ETL and ML pipelines; many vendors offer managed Airflow.
| Runs on | Linux, Self-hosted |
|---|---|
| Hosting | Self-host |
| Commercial use | Allowed Open-source licence (Apache-2.0): the Open Source Definition rules out restrictions on fields of use, including business use. |
Sources: airflow.apache.org · opensource.org/osd, checked 19 Oct 2026. “Runs on” is from this listing. Blank means we haven't found it in official docs yet, not that it's unsupported.
Declarative orchestration language for data and process workflows
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