Ground Issue???

A ground problem isn't going to blow a bulb.
As a matter of fact NOTHING blows a bulb unless it is getting way to much voltage, so I think I would volt test that circuit with car running and the brakes and/or signal on.

The only other thing I can think of that blows bulbs is cold air getting to them and cracking the vacuum seal.
Like lenses not being on and such.