Dynamic pipeline cache error correction includes receiving a request to perform an operation that requires a storage cache slot, the storage cache slot residing in a cache. The dynamic pipeline cache error correction also includes accessing the storage cache slot, determining a cache hit for the storage cache slot, identifying and correcting any correctable soft errors associated with the storage cache slot. The dynamic cache error correction further includes updating the cache with results of corrected data.