The scroll lag is primarily caused by the top navigation bar's fade-on-scroll effect and the large background image. Remove both of those and the scroll lag disappears.
Thanks for the feedback. Background image is now at ~300kb. is it still occurring if you refresh?
Can you be a little more specific about the bug, I'll take the blame.