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If not, what are you using to manage data in non prod environments?

I created an open-source that can fit your need (and for free) - seed your dev database with real data -> https://github.com/Qovery/replibyte

I've used mock data to run POCs requiring a dataset with Mockaroo, never used Tonic, imagine they are similar

https://www.snaplet.dev/ is another one.