Baked French Toast Sticks by A Beautiful Mess. I'm not sure what possessed me to try and make the perfect French toast sticks. I guess first I should back up and explain my ideal French toast stick, since we could have different ideas. I'm talking about crispy on the outside, soft on the inside breakfast-buffet-style French toast sticks. Like the rich kid cousin to cinnamon toast.