Whitehurst signed with the Browns on Tuesday.
As expected, Whitehurst was signed to serve as Cody Kessler's backup, with Josh McCown (shoulder) out for at least one week. Kevin Hogan will likely stay on the practice squad, leaving Whitehurst one injury away from taking the reins.