Tracing in distributed systems allows you to follow the full story of an error by correlating it across multiple services and applications, making it easier to identify and fix issues. By using a unique identifier, such as a transaction ID or session ID, and setting it as a tag on both the issuing service and receiving service, errors can be traced and correlated in real-time, enabling developers to quickly pinpoint the source of the problem and take corrective action.