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A data contract is a version-controlled agreement that captures the structure, semantics, operational expectations, and governance rules of a dataset right where the data is produced—in source code and CI/CD pipelines—so downstream systems never see unexpected changes. DATA Contract Specifica…
May 11, 2025
Data DevOps is the application of modern software engineering discipline—version control, automated testing, continuous delivery, and policy-as-code—to how we create, chane, and consume data. By embedding these practices directly into application development, Data DevOps makes software engineers accountable for the trustworthiness and governance of the data their code produces, before it reaches downstream teams.
Shift Left Data is an approach that treats data as code, embedding contracts, validations, and compliance directly into the development workflow to ensure quality and governance from creation, preventing reactive downstream fixes.
April 18, 2025
Blog Article
March 25, 2025
Shift Left Data Conference
March 30, 2025
Data Quality
March 5, 2024
August 14, 2024
April 28, 2025
