Facebook delivers media to billions of people around the world everyday through Facebook, Instagram, Messenger, and WhatsApp, as well as hardware devices such as Portal and Oculus. At PCS 2021, Facebook engineers discussed how we deal with the high demand for encoding high-quality video content by leveraging machine learning, how we optimize mobile playback experiences with visual quality metrics, and how we tackle issues related to real-time calling on hardware devices.