Datadog introduces event-based alerts to identify specific occurrences such as failed deploys, incorrect job runs, and more. This feature works with any integration that sends events to Datadog. Users can customize filters for precise event detection, including string matching, status, priority, source, and tags. Event-based alerts also support aggregations and absence conditions. All existing alerting features are now available for events as well.