When Boxtaboy says "heat shield" note that there are two kinds. The thin aluminum ones that are bendy and the steel ones that make those rattles.
If you find one is loose, take a hammer and whack it a couple of times to bend it and tighten it up.
This is one time when using a hammer on a Porsche is authorized