Also check that the county or city that you live in does not have a separate business license fee.

I live in San Mateo which does have that requirement, so YMMV.

If you are not concerned about unlimited liability, you can consider a sole proprietorship else LLC is probably the way to go.

As always, I'm not a lawyer and merely speaking from my experience.