Compare Airflow and Kubeflow for ML pipeline orchestration. When would you choose each, and what are the key trade-offs?

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Airflow and Kubeflow both orchestrate ML pipelines but approach the problem differently. Understanding their designs helps choose the right tool for specific requirements. Apache Airflow is a general-purpose workflow orchestration platform originally created by Airbnb.