This document discusses emerging technologies for contact tracing during the COVID-19 pandemic. It describes how contact tracing was used historically to control outbreaks like Ebola and help eradicate smallpox. Technologies now being used and developed for COVID-19 contact tracing include mobile apps to track infections using Bluetooth and GPS and notify people of potential exposures. Challenges with contact tracing COVID-19 include asymptomatic spread and reliance on testing availability. The future of contact tracing technologies may involve using data from mobile apps to inform policy as lockdowns are lifted.