Which of the following is NOT a feature of Datadog's synthetic monitoring?

The correct answer is related to the specific capabilities of Datadog's synthetic monitoring. Datadog's synthetic monitoring focuses on ensuring that applications and services are available and functioning correctly by simulating user interactions through scripted browser tests and performing API tests.

Scripted browser tests allow users to emulate actual user journeys across the web application, facilitating monitoring of frontend performance and ensuring that key functionalities are operational. API tests, on the other hand, enable users to verify the status and performance of backend services by checking the availability and response times of their APIs.

Anomaly detection, though an essential feature in Datadog that applies broadly across various monitoring capabilities, is not exclusive to synthetic monitoring. It can identify unusual patterns in data but does not fall under the purview of synthetic testing.

Real-time database queries do not align with synthetic monitoring's primary purpose, which focuses on simulating user experiences. While querying databases is crucial in general monitoring and performance analysis, it does not represent a feature of synthetic monitoring, which emphasizes user interaction simulations rather than backend database operations. This makes it clear why this option is not associated with synthetic monitoring features.