Checking AI-Written Code through User-Task Regression Samples

Code generation does not mean that the task has been completed

What users need is software that can complete specific tasks. Playwright's official test documents can be used as the technical background for web page function inspection. This article focuses on how to choose test questions and does not provide general passing standards that have not been verified by the project.

Organize samples using operation paths

Start with a complete task, covering entering the page, submitting information, getting results, saving or exporting. Then, empty input, repeated submission, network failure and unauthorized access were added. Each example describes the input, expected results and actual observations. Don't just look at whether an error is reported.

For applications that process customer data, you should check whether different users are isolated from each other, how they are displayed after deletion, and whether half-completed records are left when they fail. After the version is updated, review the affected tasks first; retain the recoverable version if necessary to avoid a functional adjustment that will make existing customers unable to continue using it.

Record demonstration and verification separately

You can choose a smooth path for demonstration, but you need to actively look for failure situations for verification. Deliver inspection results and known issues so customers know what is covered by the pilot. Extended reading: Research on the Prototype of Stars in the Cloud.