The document describes a team creating a fitness tracking application called Fitlog. The diverse team of 15 people includes athletes, entrepreneurs, researchers and tech professionals. They brainstormed ideas and documented them on a wiki page. In their first weekend, the team set up basic infrastructure but did not finish a demo. They plan to meet every two weeks and release features frequently based on user feedback.