We observe two trends in bioinformatics: (i) analyses are increasing in complexity, often requiring several applications to be run as a workflow, and (ii) multiple CPU clusters and Grids are available to more scientists. The traditional solution to the problem of running workflows across multiple CPUs required programming, often in a scripting language such as perl. Programming places such solutions beyond the reach of many bioinformatics consumers.