We were too unhip to remember Ada Lovelace Day this year, so instead we point you to Matthew Garrett's excellent tribute to Margaret Dayhoff. A staggering amount of our knowledge of molecular evolution stands on the shoulders of Dayhoff's PAM matrices. Why not celebrate by taking them out for a spin?