Technological breakthroughs in dual-mode operating engines
The technological innovation of CopyCat lies in its combined application mode of intelligent and deterministic operations. In dynamic web page scenarios, the intelligent browser agent module understands the page structure like a human being and automatically recognizes changes in the position of key elements, for example, handling changes in the position of the login button. For operations that require precise positioning, deterministic operations use locators such as Xpath to ensure that a specific element is clicked, which is suitable for functional areas with a stable structure.
According to publicly available data, this bimodal system has supported over 100,000 successful task executions. A typical case is the logistics tracking domain: when the front-end of the transportation website is updated resulting in a change of button class, the intelligent operation can consistently recognize it correctly; while the fixed waybill input area is filled out accurately every time using deterministic operations. The user can flexibly switch between the two modes in the editor, and the system automatically recommends the optimal type of operation based on the characteristics of the element.
This combination of technologies solves the biggest challenge faced by traditional automation tools - changes in the structure of web pages that cause scripts to fail. copyCat continuously optimizes its element recognition algorithms through machine learning, while maintaining control over critical operations, achieving task execution success rates of up to 98%.
This answer comes from the articleCopyCat: AI tool for automating browser tasksThe
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