SQL & generation
A declarative DSL where each step compiles to one single-concern CTE.
A recipe written as declarative cells — SOURCES, CLEANSES, FILTERS, AGGREGATES, SOURCE_MERGES — each compiling to exactly one focused CTE that does one kind of work. You declare intent per step; the engine emits clean, single-concern SQL. The notebook is the kitchen, the SQL file is the dish; a seam date marks where an old source table hands over to a new one.
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