Twitter removed their v1.0 API and thus completely disables access to tweets using RSS readers.
This application will proxy user's tweets into atom feed which solves the problem.
hg clone ... cd ... && bundle export ... bin/rails s
Detailed instruction is left as an exercise unless someone step up and write one for me.
Create a config file. Read
config/config_init.rb for hints.