This document discusses rapid test automation techniques used at Spotify. It describes how manual testers can generate test cases and automation scripts quickly using tools like Graphwalker and Sikuli to get testing feedback within hours, enabling rapid and continuous testing. An example is provided where features of Spotify's HTML5 desktop client were tested automatically in this way. The document concludes by discussing opportunities for fully automated testing using tools like GUITAR and WebTestingExplorer.