AI is often wielded as a universal problem-solving sword, ready to take on any challenge. Other times it is posited as heralding the end of civilization itself. As engineers, we know that neither case is true. But how can we make better use of AI, or more correctly, machine learning, in the applications we develop? And will the most recent advancements in AI really make us redundant?