I see a lot of suggestions in the comments for feature flags -- we've been using these from the beginning, to very good effect. However flags turn on/off code,

I see a lot of suggestions in the comments for feature flags -- we've been using these from the beginning, to very good effect. However flags turn on/off code, not data, and my main area of interest here is how to deal with the test data problem in prod.