The American College of Physicians presents recommendations for the outpatient treatment of COVID-19 based on Sommer and colleagues' systematic review. The editorialists commend the authors of the recommendations and review for trying to summarize the rapidly evolving literature into clear practice points and discuss the challenges of continually updating reviews and associated recommendations as new evidence emerges and relevant outcomes evolve.