For each of a plurality of wrapper logic components, a metric is determined from content of reports received from user electronic devices that characterizes performance of the wrapper logic component when executed by the user electronic devices to monitor a feature of an application during execution of the application by the user electronic devices. A set of the wrapper logic components is selected that excludes from the set any of the wrapper logic components having performance characterized by the metrics that does not satisfy a first defined rule. The set of wrapper logic components and the application are combined to form a modified application with the wrapper logic components of the set configured to monitor features of the modified application when executed by user electronic devices.