The traditional science research article doesn’t perform many tricks. When journals made the leap from paper to web, they largely settled on the static format of the PDF, a format that offers easy printing and little else. In the meantime, research across the spectrum of science has grown more data-intensive and computational, and programmers have developed exciting new ways to document, publish, share, and collaborate on projects. The ingredients are all there for a new kind of living, dynamic scientific publication.