IMAGES: SIZE and Quality
Get the max-width of the images you'll need. Most likely your content area, but occasionally you'll want your header image width. For full-screen width, I recommend 1600px wide.
ASIDE: See "white paper" for notes on customizing the image sizes in your theme.