Testing as a craft is a highly complex endeavour, an interactive cognitive process. Humans are able to evaluate hundreds of problem patterns, some of which can only be specified in purely subjective terms.
Our AI efforts in testing: would hardly be a faithful recreation of human testing efforts. To better understand where AI could be applied in the overall testing process, we need to break down the individual tasks and challenges of a tester.
Most current approaches to visual regression testing of websites are pixel based – they compare screenshots of the pages pixel-by-pixel. Instead, deep visual regression testing considers the CSS attributes of all elements, giving you unique advantages.