Why it matters

Synthetic monitoring detects regressions early. Complements real traffic.

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The architecture

Canary prompts on schedule.

Measure quality + latency.

Alert on regression.

Synthetic monitoringCanary promptson scheduleMeasurequality + latencyAlerton regressionDatadog Synthetic, Grafana Synthetic, or custom cron + eval
Synthetic monitoring.
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How it works end to end

Datadog Synthetic.

Custom cron + eval.

Alert on drift.