A hard lockdown, the testier the better, for as long as it takes, is the answer (from the best expert advice that I have found.) And the harder it gets, the shorter it will be.
I am _amazed_ by the number of cars still on the road, heard off in the distance, even now. We're supposed to be under shelter-in-place restrictions.