Your typical cloud monitoring service integrates with dozens of service and provides you a pretty dashboard and some automation to help you keep tabs on how your applications are doing. Datadog has long done that but today, it is adding a new service called Watchdog, which uses machine learning to automatically detect anomalies for you. […]