Picking up the bike from one end when folded will allow you to roll on the small caster wheels. Larger skate wheels work better though I do not have any experience with this since I only have the original caster wheels.
Lowering the seat post locks the bike and does not prevent the back from swinging out when lifted just like a Brompton.