The answer to this riddle is stairs. Stairs go up and down, but remain in the same place.
Stairs are a common feature in many homes and buildings, and they provide a convenient way to move between different levels. Stairs can be made of a variety of materials, including wood, metal, and stone. They can also be decorated with a variety of designs and colors to add a unique touch to any space.