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Voyeur is a prototype system that facilitates the construction of application-specific, visual views of parallel programs. These views range from textual views showing the contents of variables to graphical maps of the state of the computational domain of the program. These views have been instrumental in quickly detecting bugs that would have been difficult to detect otherwise.