The size (aka. Volume) and speed at which the data changes (aka Velocity) of a Big Data system usually break assumptions that are common in traditional applications. This means that you need to take on a different perspective when designing your apps. More importantly there are a couple tar pits people tend to fall into if they are not careful and I am hoping this post will help you avoid some of them.