I've lived in DC for 12 years. Never owned a car here. Totally doable.

Transit links:
http://wmata.com/ -- metro & bus system
http://www.dccirculator.com/ -- circulator bus, which runs a few downtown routs
https://capitalbikeshare.com/ -- bikeshare