This session explores the concept of the network as a source of truth for distributed applications and offers a deep-dive into higher-level problems that often manifest early at level 3. Tying network and application behavior together offers a powerful cocktail for finding and fixing problems in distributed applications quickly while also ensuring timely responses to clients spread across the net.