[punnerud]

When I can (often):

1. Write SQL to automate

2. Put SQL with output in Metabase

3. Have it manually checked alongside day-to-day operation

4. Iterate 1-3 (you often will get a lot of feedback)

5. Replace the manual work, now that the SQL it checked on a lot of cases in production