Did some changes to the setup. Re-tilted the panels so that 1: snow has a better chance of coming off and 2: if it doesn't, I can at least see them from the ground, so it's easier to see what I'm doing with the long brush.
So far it seems snow is staying mostly off though. The main issue is...