
Apache Airflow
6.6#11 in workload automation softwareFree planFree planWebAPILinuxmacOS
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| Fact | Apache Airflow | Flyte |
|---|---|---|
| Purpose | Apache Airflow is a platform for programmatically authoring, scheduling, and monitoring workflows. | Flyte 2 is a durable AI runtime for workloads involving training, serving, and agents. |
Airflow suits teams that define scheduled batch workflows in Python and want a web interface for managing runs and task logs. It is designed for self-hosted deployment in Linux-based environments; macOS is for local development, while Windows deployment is unsupported except for WSL2 development.
Flyte suits teams building AI workflows for training, serving, or agents, particularly those needing dynamic execution and recovery from infrastructure failures. It offers local devbox and cluster deployment options.