You can really get those weeds out, roots and all, with the dandelion weeder that Bleeker showed. And you really will have to do it only once in a big way, and then keep up with it every few months. It also has the benefit of providing instant gratification. You have to wait for the vinegar to work, if it works at all.

I'll use RoundUp on poison ivy, but that's it.