The article presents commentary from James Herbsleb of Carnegie Mellon University on mining software repositories (MSR). In his view the future of MSR will evolve along three lines including the development of tools to help interested parties better understand complex software projects, the incorporation into tool design of data generation, and the application to other fields of lessons learned from MSR.