cleanup README and start Develop.rst docs
Before closing this ticket, make sure that at least two separate persons are able to follow the steps without any help.
Some differences might be found in ubuntu.
(from redmine: created on 2012-09-13, closed on 2012-10-09, duplicates #710 (closed))