A five-layer, 20-signal Trust Margin metric and Exponential-smoothing prediction engine achieve 8-hour-ahead degradation forecasting for production LLM agent systems with MAE=1.228 and 76.8% direction accuracy.
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Agent Delivery Engineering Predictive Reliability Framework
A five-layer, 20-signal Trust Margin metric and Exponential-smoothing prediction engine achieve 8-hour-ahead degradation forecasting for production LLM agent systems with MAE=1.228 and 76.8% direction accuracy.