Datadog APM

Datadog APM provides end-to-end distributed tracing from mobile and browser devices to databases and individual lines of code. It automatically maps application dependencies in real-time and provides out-of-the-box dashboards for latency, errors, and throughput. Datadog is highly optimized for cloud-native environments like Kubernetes and serverless (AWS Lambda), offering seamless correlation between application metrics and infrastructure health. Its 'Watchdog' AI engine automatically detects anomalies and identifies root causes, reducing the mean time to resolution (MTTR).