The best thing to do is put down some weed killer and just pull out the weeds.
Don't do it in that order - either one, or the other. The weedkiller must be sprayed, then given time to work. It is absorbed by the leaves, and is taken down to the roots, to kill the lot. Spraying, then pulling them out, is just a complete waste of weedkiller.