This talk intends to demonstrate how to improve web application security testing by combining browser automation framework and web proxy API. The goal of this research is to bring a web proxy as close as possible to a browser to achieve a better security testing coverage, especially when dealing with complex client-side technology. The presentation includes a montage of real case scenarios, showing how this approach can lead to the discovery of vulnerabilities which might otherwise go unnoticed.