Modern genomics research requires complex computational processing to integrate, analyze, and extract meaning from large, disparate datasets. While a multitude of commercial and open source bioinformatics applications are available, it is difficult to assemble a collection of tools that work together seamlessly to perform the required analysis. Even more difficult is performing analysis in a manner that documents the data, algorithms, and processing steps such that the results are easily published and reproducible.