Hi & welcome! Agree about the rocks. That solution is in the pic.
Alternately, you can stick some plastic forks in the pots with the tines sticking up, or a tiny forest of toothpicks or other small sticks, unfolded paper clips. Anything that would make the soil surface too uncomfortable to step in.