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Cauchy is renowned in calculus for his pivotal role in establishing rigorous proofs. He transformed the field by introducing mathematical rigor and precision, solidifying theorems and concepts that had previously lacked a solid foundation. Cauchy's meticulous approach revolutionized mathematical proofs and his contributions remain fundamental to the development of calculus and modern mathematics as a whole.