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Learn how Datadog’s Metric Anomaly Detection can replace hard‑coded thresholds, with a step‑by‑step guide, an API example, and trade‑offs to consider.
Teams want to receive alerts only when a metric truly deviates from expected behavior, avoiding excessive notifications from normal fluctuations. Threshold‑based monitors are easy to configure and give predictable triggering, but a static limit can cause many alerts on bursty or seasonal traffic unless the threshold is tuned tightly. Anomaly‑detection monito
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