A computer-implemented method may include: receiving a request to integrate a commit; obtaining analytics data of an author that developed the commit; executing a simulation using the analytics data of the author as inputs to the simulation; obtaining results from the simulation, wherein the results indicate error rates when one or more testing stages are omitted from a testing procedure of the commit; comparing the results of the simulation with a threshold; determining, by the computing the device, the testing procedure based on the comparing, wherein the testing procedure identifies the one or more testing stages that are omitted and one or more testing stages that are included in the testing procedure; and outputting information regarding the determined testing procedure, wherein the outputting causes an integration server to test the commit in accordance with the testing procedure as part of an integration process for integrating the commit to a project.