Test network paths with TCP, UDP, and ICMP in Datadog

To effectively differentiate between application and network-layer issues, developers should design network tests using protocols—such as TCP, UDP, or ICMP—that match their application's actual traffic patterns. The article highlights how Datadog Synthetic Monitoring can automate these realistic simulations and provide hop-by-hop visualizations to streamline the troubleshooting process.