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To expand on this, dbt uses Jinja templating in your SQL to allow the developer to modify the query so it can be expanded at "compile-time" into the target database SQL dialect. (uni-directional, write once deploy anywhere). The key features are CICD, test automation, and transformation sequence automation.

SQLGlot is a Abstract Symbol Tree SQL Dialect transpiler that could (in theory) convert from one dialect to another (bi-directional).

SQLMesh appears to combine both of the above into one tool that sounds like it's even better.

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