Disregard the stay at home order.
Continue to practice social distancing, wear masks to avoid inadvertently infecting others (as they do in Taiwan and Hong Kong where they have no epidemic), and choose to stay home, but you have a constitutional right to peaceably assemble.
This is a democratic society with constitutional rights, not communist China. Fuck the Governor and the State of California.