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I have been trying to find a conclusive article to show the difference between set-based and agile development, but the both sound like same to me.

A: 

They are very similar approaches to the same sort of problem. Agile was invented in the software development world, whereas set-based development is related to constraint theory and comes from the management world.

CesarGon