Datadog is a monitoring service that helps scale monitoring through pre-canned tools like integrations and dashboards, templated dashboards that can be reused across environments, and a powerful API. The API allows monitoring to be coded and integrated with provisioning tools like CloudFormation, version controlled, and tracked like any other code. This improves monitoring by bringing development practices like testing, versioning, and avoiding duplication to monitoring configuration and resources.