Query Studio is where good SQL is born, but without discipline, the queries you tested never quite match what lands in Query Activities. The gap creates rework and subtle production bugs.
A tight workflow keeps iterations visible: name your experiments, keep a history of runs that mattered, and promote to automation only after you’ve compared row counts and key joins against expectations.
- Treat Query Studio as source control for ideas; Automation Studio as production.
- Document join keys and filters in comments; future you is also your teammate.
- Use tooling (including browser extensions) so losing a tab doesn’t mean losing an afternoon of SQL.