Replace hand-written staging SQL with declarative YAML contracts. A generator reads contracts and produces consistent, type-safe SQL across all your source systems. The contract becomes the documentation, the schema definition, and the transformation logic - all in one artifact.
Data engineering is shifting from writing code to declaring intent. The rise of model-driven data engineers who design semantic models rather than implement pipelines, and what this means for the future of the discipline.