Dynamic RAID expansion is disclosed, including: incrementally expanding a redundant storage system comprising a plurality of storage drives by adding one or more storage drives to the plurality of storage drives; and storing, for each stripe included in the redundant storage system, metadata indicating which storage drives in the redundant storage system store valid data for the stripe.