Abstract: A test execution and maintenance system may include an application learner configured to develop knowledge of operations of an application based on one or more learning test. The test execution and maintenance system then may include a test execution and repair manager configured to execute a functional test of the application, detect a failure of the functional test, and repair the functional test based on the knowledge of operations of the application. Responsive to detecting the failure of the functional test, the application learner may optionally perform a re-learning process and update the previously acquired knowledge of operations of the application.

Abstract: A processing system operable with a computing device, comprising one or more of a converter component for converting input data into a desired format for further processing, a parsing component for parsing input data into clusters having one or more desired characteristics, a notes component for receiving user inputs for insertion at desired locations within an input, an autosummary component for summarising input data, an ad component for adding advertisements to input data, a renderer component for displaying the resulting processed input data in various forms, and configurable settings to alter operation of the processing system.