AI & Machine Learning

How do you architect a Playwright test to verify atomic transaction rollback across UI and API state?

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Playwright tests now verify atomic transaction rollback across UI and API states by injecting failures mid-transaction and asserting both frontend and backend consistency post-rollback. This approach ensures robust end-to-end testing for complex transactions, crucial for developers aiming to prevent flaky tests in asynchronous environments. Developers should focus on leveraging Playwright's network interception and polling capabilities for resilient test architectures.

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