I can't speak from experience, since this is my first jam. However, I think same rules apply like with any project that is of a similar kind.
Get enough sleep and do some good planning from the moment you have your final idea written down. Make sure you break it into milestones and make sure to have playable core on Saturday. Then polish and add on top of it.