I think the biggest mistake that novices make is to use "as much architecture as possible" instead of "as little architecture as possible". Architecture and design patterns should be used once you have a problem to solve where they fit well, not a priori / because they seem cool and interesting. (Of course, many err on the side of no organization as well.)