Integration from First Principles

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How do you integrate from first principles. Is there any generalised technique or framework that works for all integrals or is it a constant struggle of learning new techniques for integrals that don't work with the methods you already have. If that's the case all you're doing is computation and applying rules without an understanding of why they work.