Preheat the oven to 400ºF. Line a baking sheet with parchment paper and set aside.
Use a nut milk bag or cheesecloth (or even some paper towels) to squeeze all of the moisture out of the grated zucchini - put some muscle in, and squeeze out as much as you can!
Add the ingredients to a mixing bowl and stir to combine. If the mixture seems too wet to form into a "tot" shape or won't hold together, add a tablespoon more of flour at a time until the moisture is all absorbed (this may be an issue if you don't get all of the water out of the zucchini, but adding flour is no big deal and won't dry them out - promise!)
Form into 1 to 1 1/2" long "tots" and place on the lined baking sheet.
Transfer to the oven and bake for 15 minutes, flip, then 15 more minutes.
Let the tots cool for a few minutes before serving with your dipping sauce of choice - we like ranch or marinara