In this Tools of the Trade, Juliann Shih describes the development of BISCUT, which detects genomic loci that are subject to fitness advantages or disadvantages by interrogating the length distributions of partial somatic copy-number alterations to enable the discovery of new drivers of aneuploidy in cancer.