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Orchestration in 2026: Airflow assets and dynamic task mapping vs AWS Step Functions and Lambda, and what to pick for data vs ML
Modern workflow orchestration is no longer just about scheduling a Python script at midnight. Today’s data platforms must coordinate warehouse transformations, react to incoming files, handle failures