Guardrails, Not Car Alarms
Avoid binary triggers that scream constantly. Use rolling windows, percentile bands, and compound conditions—like pairing spike magnitude with duration—to capture real risk. When an alert fires, it should feel rare, specific, and urgent enough that recipients instinctively move, rather than sigh and swipe it into oblivion.