Seeplex is a visualization tool for exploring post-mortem trace dumps from hypercube and other multiprocessors. One collects trace data by using a simple communications library. Then one can display that data mapped to a variety of representations. Seeplex also allows one to build up visualizations from components such as mappers and brushing tools. Each display is a driver for further displays, configuring them based upon what the user found interesting in previous ones.