I'm using it non-production things, and have had a similar experience. I'm in the SFO data center, and I've lost connectivity to the machine at least 5 times in the past month.
I've had the same issues and it's preventing me from using it for anything serious. A lot of the other things with DO (provisioning, backup, snapshots) are great but the network seems to the biggest issue at the SF datacenter.