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Agreed, but this isn't always bad. Optimizing early with unclear requirements can kill time, which at an early stage is just delaying product launch.

Migrate/optimize later when you're actually reaching scale is a perfectly reasonable approach.

In fact, if you have a decent abstraction or standard in place (e.g. S3 API or repository pattern) you can swap it out in place.