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Dataform vs dbt on GCP: A Comparison
Dataform and dbt solve the same problem: turning raw warehouse tables into tested, documented ones with SQL under version control. This comparison writes the same two models and tests in each, builds the dbt version on DuckDB, compiles the Dataform version locally, then sets out the differences that matter.
dbt Tutorial: Transformations in the Modern Data Stack
A practical introduction to dbt: where it fits as the T in ELT, a complete working project, two models, a seed and seven tests, built on three million real taxi trips with DuckDB, how ref orders the build, what a warning-level test looks like, materializations, and the habits that keep dbt projects maintainable.