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Re:Auto increment is a terrible idea by j_s on Thursday November 30, 2017 @10:25AM (#15816418)
Upvotes for honest anecdata and asking for advice!

> How do you simulate the data flowing through live in the test / dev enviornment.

Most don't, rolling with the schema and 'minimum viable' data flow instead.

Make darn sure your backups work by testing restores regularly. Restoring a production backup elsewhere may be an option if it's possible to avoid sensitive data (scrubbing afterward introduces risk of missing something, and should be scripted/repeatable).

Exactly matching production data flow is not as important as avoiding accidentally hosing the prod db.

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