In our Cybersecurity Network Topology demo, we delve into the robust capabilities of graph technology to manage and visualize intricate network infrastructures. Using PuppyGraph, we dynamically trace and display the network pathways from specific server nodes to downstream load balancers, including scenarios involving failed nodes. This visualization aids in rapid identification of critical points and potential vulnerabilities, enhancing network security management and response strategies. Watch how easily complex network relationships are navigated and analyzed, ensuring operational integrity and swift troubleshooting.