Reloadable Test Data-O-Matic
Reloadable test data takes more time up front (as compared to on-the-fly data creation), but saves blood, sweat, and tears in the long term. It also virtually eliminates "works on my machine" bugs, creates a more intricate and realistic environment, and is the first step on the road to test automation.
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