You have been developing test automation for an e-commerce system.

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You have been developing test automation for an e-commerce system. One of the problems you are seeing is that object recognition in the GUI is having frequent failures. You have determined this is because the developers are changing the identifiers when they make code updates. How could AI help make the automation more reliable?

It could identify the objects multiple ways and then determine the most commonly used and stable identification for each object

It could modify the automation code to ignore unrecognizable objects to avoid failures

It could dynamically name the objects, altering the source code, so the object names will match the object names used in the automation

It could generate a model that will anticipate developer changes and pre-alter the test automation code accordingly

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You have been developing test automation for an e-commerce system.

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