When Elliot and Benson are in the car talking, Elliot's window goes from open to closed, depending on the camera angle.
Stabler picks up a spent casing and immediately determines it is a hand loaded cartridge. There's no way he could make that determination, especially on the scene. Even a forensic lab might not be able to make that determination.