The consensus is that caffeine does enhance performance and decreases perceived exertion in endurance exercise. There are no significant performance benefits in short, high-intensity exercise.
Don't worry, you can't do anything that hasn't been done before. Read this article for some humorous insights of one triathlete's introduction to the sport.