> They should look a little ugly because that implies it might not be right so look for errors.

Weirdly, prettiness is the bigger red flag for me wrt to error. I see that and feel like more attention was put into that than the underlying information.

Ugly, brutalistic, utilitarian stuff tends to imply a focus on correctness to me.