The document discusses reproducible research and outlines steps to achieve it. It describes Jon Claerbout's early work on reproducible research using LaTeX and makefiles at Stanford University. It also discusses the Madagascar project for multidimensional data analysis using open-source tools. Finally, it summarizes several articles from a special issue of CiSE magazine on reproducible computational experiments using tools like R, MATLAB, Python and Fortran.