Summary Continuous integration (CI) is a widely applied development practice to allow frequent of software changes, detecting early faults. However, extremely builds consume amounts time and resources in such scenario. It quite challenging for existing test case prioritization (TCP) address this issue due the time‐consuming information collection (e.g. coverage) or inaccurately modelling code s...