Watchdog: Detect performance anomalies automatically Datadog Jul 13, 2018 Datadog Share: Share on Facebook Share on Twitter Share on LinkedIn Share through email Watchdog uses machine learning to sniff out potential performance problems in your environment without any setup or configuration.