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One of the goals of Modular Design is to minimize coupling between Modules (i.e. interactions between modules). Complexity increases with every introduced coupling. And uncontrolled coupling makes it harder to reason about the system. Yet we need modules to interact, because putting everything into one procedure is not an option. Interactions just need to be kept reasonably low.