When Gu Zidi stands on the watchtower, his position changes between the highest and the second highest level of the watchtower. This is clearly visible since the highest level has no diagonal beams.
In the opening battle, a man is shown cycling the bolt on his bolt-action rifle. No shell is ejected, so - besides the fact that there is no reason to cycle the bolt until it is fired - the rifle is empty.