I spell it judgement on purpose, because I like it better and it's an acceptable variation. If I'm writing something official (I'm a journalist, and AP style is judgment), then I backspace and fix it.
As for the rest of the words, rhythm often takes a couple of tries. But my big challenges used to be double letter words like Cincinnati, Broccoli, Massachusetts, etc. I eventually committed those to memory.