I watched a 60 minute talk from Tarek Ziadé a few months ago in EuroPython 2013 which was very interesting. His point regarding the missing features that made them launch project Circus were realtime stdout/stderr, realtime stats, powerful web console, remote, clustering and scalable.

You can check out the slides here: http://blog.ziade.org/slides/pyconireland2012/