Understanding the effects of specific mutations in gene regulatory regions—the sections of DNA and RNA that turn genes on and off—is important to unraveling how the genome works, as well as normal development and disease. But studying a large variety of mutations in these regulatory regions in a systematic way is a monumental task. While progress has been made in cell lines and yeast, few studies in live animals have been done, especially in large populations.