Debugging is the act of finding and removing bugs in software. Profiling is about building a profile of a software program in order to collect information about memory usage or time complexity. Profiling and debugging are activities that are an integral part of the life of a developer. This is especially true for non-trivial software. The good news is that there are lots of tools to help you. We will review a number of techniques that are popular amongst NumPy users.