Do-nothing scripting: the key to gradual automation
When I can (often):1. Write SQL to automate2. Put SQL with output in Metabase3. Have it manually checked alongside day-to-day operation4. 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