Sliding-window event-frequency monitors that detect anomalous rates - both excessive and insufficient - via configurable thresholds and callbacks. Zero dependencies.
python monitoring alerting heartbeat python3 anomaly observability anomaly-detection sliding-window zero-dependencies heartbeat-monitor tool-agnostic excessive-frequency insufficient-frequency
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Updated
Apr 11, 2026 - Python