By Jeremy Cohen, Niels Drost, Vahid Garousi, Dafne van Kuppevelt, Reed Milewicz, Ben van Werkhoven, and Lasse Wollatz. Software plays an increasingly important role in all aspects of the modern scientific enterprise. The practice of developing scientific software, however, is still young and uncultivated compared to more traditional methods and instruments.