You can always scream loudly when database changes are requested and when it doesn't work complain bitterly that it is too hard to keep changing the database arbitrarily.
I don't necessarily recommend this, but it certainly seems to be a popular approach...
(However given the troubles of synchronizing revision control releases and databases, I'd certainly suggest that database changes should be viewed as fairly costly.)
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