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Incremental forward-only migrations (non-state based). Then, for the How and When, it mostly depends of your constraints and sizes. There's no silver bullet, it's hard, it require constant thinking, it's a slow and often multi step process.

I never saw a successful fully automated one-way-of-doing process.



Are you talking about the mechanics? Like more than just run a migration script on boot?




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