deterministic profiler · point at a DuckDB, run the mappingsandbox · read-only · production untouched
Data source
The profiler runs entirely deterministic aggregate SQL through the read-only gateway — 0 model calls. It computes grain, keys, joins, coverage & partitions, and flags contradictions for a worker to adjudicate.