When placing stairs next to a flowing water stream, a gap will form. The gap will lean towards the back of the stair, so if the back is facing towards or directly away from the water tile, the gap will not appear.

Steps to reproduce:
1: Create a water flow.
2: Place a stair in the correct rotation next to the flowing water tile.
3: Observe the gap.