Abstract: A human oriented object programming system provides an interactive and dynamic process for debugging computer programs which facilitates the development of complex computer programs such as operating systems and large applications with graphic user interfaces (GUIs). The system performs goal directed debugging in response to a user request. The user merely inputs a high level debugging request, and the system breaks down the request into a set of goals and subgoals for implementing the high level user request. The system automatically develops one or more hypotheses which are tested in attempting to handle the debugging request of the user. Once a hypothesis is found to be true, the system automatically initiates backtracking, and further hypothesis, if necessary, to carry out the user request.