Agreed. As someone who spends most of their time on performance related issues, it's important to keep in mind that sometimes performance issues are strongly tied to the architecture of the program. If the data structures aren't set up to take advantage of the hardware, you'll never get the results you're hoping for. And setting up data structures is often something that needs to be thought about at the beginning of the project.