dbt

Data Build Tool

Transformation framework -- write SQL models, version-controlled, tested.

When you'd see it: Modern data stacks. dbt is where analytics engineers write the transformations that turn raw data into clean models.

Why it matters: dbt lets teams build data transformations as version-controlled, tested SQL, bringing software-engineering discipline to analytics. It is a defining tool of the modern data stack.