Do you have an example of program performance measurements that do "capture the required knowledge by the developer" ? How can you tell that the knowledge was

Do you have an example of program performance measurements that do "capture the required knowledge by the developer" ? How can you tell that the knowledge was actually "required" rather than incidental ? Wouldn't it depend exactly what experience they gained in that one year and how relevant it was to the task at hand?