A plurality of tuple values of a stream of tuples is gathered. A normal operating range of the stream of tuples is determined. The normal operating range includes essentially all expected values of the stream of tuples. An outlier value which is outside of the normal operating range is identified. The outlier value is injected into the stream of tuples as an outlier tuple. A reaction to the injection of the outlier tuple is detected and recorded.