I haven't had the need to add any reinforcement so far. It looks to be holding pretty well. I was a little concerned at first, but I saw that several other members were able to keep the tank on the stand. So far everything is working out well!
On the note of water resistance, I would be weary of leaving water to sit long on the stand because it's mainly composed or cardboard/MDF material.