Fact of the matter is that every backup system will introduce new failure modes.
It happens that everything stops because of inconstancy between primary and secondary systems. Systems can become unavailable as they need to re-synchronize (a common one is where a drive in a RAID array fails and the server starts filling the hot-spare). The best one I ever experienced is a UPS that failed: Everything had power, except the systems behind the UPS...