DataOps
Treating analytics as code, versioned and tested. The practices are borrowed from DevOps; the hard part — who owns which number — is not a tooling problem.
-
-
Transformation as Code with dbt
Shipping application code changes behavior; shipping transformation code changes history too. What that asks of models, tests, documentation, and deployment.