The deployment attempts I've seen have been spectacular failures. This goes back a few years (~2008), some things may have changed.

Lack of a CLI accessible on managed nodes being a huge issue for datacenter work.

Staggeringly deficient database performance.

My recent experience has been with Puppet/Chef. They're still crufty in their own ways, but far more appropriate than Oopsware.