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In this paper we review five years of research in the field of automated crawling and testing of web applications. We describe the open source Crawljax tool, and the various extensions that have been proposed in order to address such issues as cross-browser compatibility testing, web application regression testing, and style sheet usage analysis. Based on that we identify the main challenges and future directions of crawl-based testing of web applications. In particular, we explore ways todoi:10.1016/j.scico.2014.09.005 fatcat:bblmo2fhdreojfuxf3xb6nyidm