Managing reactivity on walks without becoming a hermit

A reactive dog can turn every walk into a planning exercise: quiet times, empty fields, crossing the road early. It works, but it can also shrink your world. How do you keep your dog comfortable and still get out? Which routines, routes or professional help made the biggest difference?