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dbt
I recommend dbt because modern data engineering has shifted toward clean transformation layers and strong modeling practices. dbt makes it easier to build maintainable, testable transformations that teams can collaborate on.
Pros
- +Great for modular, version-controlled SQL transformations
- +Encourages testing and documentation practices
Cons
- -Primarily focused on transformation (not ingestion/orchestration)
- -Requires solid data modeling discipline to use well
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dbt
Available on Getdbt
External purchase
Highlights
- +Great for modular, version-controlled SQL transformations
- +Encourages testing and documentation practices
Recommended by
Aishwarya Srinivasan