Generating new mouse models of cancer is a challenging and laborious task that can require years of investment to interrogate a single gene. Now, Jonkers and colleagues describe the first application of CRISPR-based genome editing in the mammary gland, providing a new approach to dissect complex genetic interactions in vivo.