Researchers face significant challenges when trying to understand, reproduce or reuse research in which software has played an integral part. In this green paper, I give examples of the problems that can arise when reproducing someone else's research, and propose some practical approaches to resolving, or at least reducing, them. I also look at the important distinction between describing the software that was used, and citing it.