There has been an explosion of low-cost technology for personal tracking of activity and health. This has opened up vast new possibilities for developing interventions that help individuals effect and sustain positive behavior changes. While the ability to track behavior and tune intervention parameters accordingly has been shown to be promising, challenges existing when designing products and services to be used for long periods of time. My work seeks to provide interaction designs to engage users over the long term.