The field of chemical biology has changed dramatically over the past 20 years. Here, we speak to Sarah E. O’Connor, Benjamin F. Cravatt and Chengqi Yi about the major changes that have affected the field, the advances that have affected them and their research, and their thoughts about the most important questions currently facing chemical biologists.