Designing Reliable Lakeflow Pipelines for Production

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A production Lakeflow design needs clear expectations for data quality, restart behavior, schema evolution, observability, and cost. This guide outlines a practical checklist for moving from a prototype pipeline to an operational workload, including validation rules and recovery testing.

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