Four years ago, we launched ReScience, a new scientific journal aimed at publishing the replication of existing computational research. Since ReScience published its first article, things have been going steadily. We are still alive, independent and without a budget. In the meantime, we have published around 25 articles and the initial has grown from around 10 to roughly 100 members (editors and reviewers), we have advertised ReScience at several conferences worldwide, gave some interviews, and published an article introducing ReScience in PeerJ Computer Sience. Based on our experience at managing the journal during these four years, we thought that time was ripe for some changes. Read our editorial if you want to know more.