In consideration of control hysteresis which still consists in agile software development method, the paper using online detection and feedback control technology, sets three control objective functions and several test parameters and control parameters, establishes model of Agile software development method based on on-line detection and feedback control technology, researches on the relationship among control variables, measurable variables and control objective functions, radically removes control hysteresis and optimizes the Agile software development process.