There can be a multitude of reasons why stucco hairline cracks may form, but often the cause is weak or faulty plastering. Once the plaster begins to fail, tiny fragments of the plaster peel away and fall to the ground, creating small areas of weakness in the surface. Over time, these areas can enlarge and eventually lead to hairline cracks.