The DARPA Mining and Understanding Software Enclaves (MUSE) program seeks to make significant advances in the way software is built, debugged, verified, maintained, and understood. Central to its approach is the creation of a community infrastructure built around a large, diverse, and evolving corpus of software drawn from the hundreds of billions of lines of open source code available today.