In autumn, prune perennials, shrubs, and any dead or diseased branches to prepare them for winter. However, avoid pruning spring-flowering plants, as this could remove buds that will bloom next year. It’s best to leave some plants, like ornamental grasses, unpruned until spring to provide winter interest and shelter for wildlife.