Techniques for conducting an automated analysis of operations carried out during the critical path for a usage scenario and suggesting ways in which the configuration of the computing device could be changed to affect performance of the computing device. Computing devices can be operated in a variety of usage scenarios and users may notice the performance of a computing device in certain usage scenarios more particularly. Critical path analysis of operations conducted in these usage scenarios can be used to identify a critical path of the usage scenario, from which changes that could be made to the computing device to affect performance could be identified. Once the changes that could be made are identified, suggestions can be made to the user, such that a user is able to make changes to the configuration to affect performance when the user has little knowledge about how to improve configurations.