A Mancoosi related paper has been presented at the 21st International Joint Conference on Artificial Intelligence (IJCAI'09) which took place on July 11-17th in Pasadena, CA. In our paper we propose a new method for dealing with the optimal integration of new versions of software packages, dubbed Multilevel Boolean Optimization. More details can be obtained from reading the paper.