I recently found ncdu which, excusing it's awful-to-remember name, is an awesome command line tool for quickly finding (and eliminating?!) those pesky large files hiding on your computer.

I really do keep forgetting the name, so this is here to remind me. It's available via apt-get on Ubuntu (and presumably Debian) and on Mac's can be installed via homebrew.