I won't list everything but here are the most important improvements:
Last but not least, a whole new tutorial based on Sylvain's great series Building my photos Web site has been included. It covers some advanced topics such as Operations and sophisticated security settings.
The visual style has been enhanced a bit to have better readability.
As always, patches are welcome !
picture under Creative Commons, courtesy of digitalnoise