Just to clarify: I don't eschew RDS because of outage issues, I use RDS because it's much easier to set up and manage compared to doing it yourself.

To be honest, I didn't know RDS was backed by EBS but it makes little real difference to me as long as the backup procedures are rock-solid and the performance is acceptable.