Applications are instrumented to gather usability information. The gathered usability information is analyzed. This analysis can identify, for example, unused or infrequently used features, very frequently used features or features that users have trouble utilizing. Based on the analysis, determinations are made as to modifications to make to the applications. The modifications can be executed by the same instrumentation used to gather the usability data.