A method includes encapsulating a package component in an encapsulating material, with the encapsulating material including a portion directly over the package component. The portion of the encapsulating material is patterned to form an opening revealing a conductive feature in the package component. A redistribution line extends into the opening to contact the conductive feature. An electrical connector is formed over and electrically coupling to the conductive feature.