Netflix developed a real-time service map to help engineers understand service dependencies within its microservices architecture, enabling faster troubleshooting and improved incident resolution. By integrating various data sources, the service topology provides a comprehensive view of service relationships, allowing teams to better manage system health and impacts during changes.