scryml is an open-source Python package designed to predict infrastructure failure states by analyzing streams of metrics. It enables infrastructure engineers to automate anomaly detection and failure prediction, helping to prevent downtime and improve system reliability. The package is self-hosted and licensed under Apache-2.0.
scryml is an AI & ML product. It focuses on detecting and predicting infrastructure failures from real-time metric streams without manual monitoring. scryml is an open-source project aimed at infrastructure engineers. The project is open source (Apache-2.0). The product ships for the command line and API, and it can be self-hosted.
Behind scryml is ryanmat, and the product first shipped in 2026. Among its 6 catalogued features are failure prediction, metric stream analysis, and CLI interface.
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