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3 Ways I Use AI to Auto-Generate Playwright Locators

Community description: If you've maintained a Playwright suite for more than a few months, you know the real cost isn't...

Dev.to | Sep 12, 2026 | Abhishek Jain

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After 18 years in test automation — including building enterprise-scale frameworks — I've found that AI-assisted locator generation is one of the highest-leverage places to bring LLMs into a QA workflow. Locator Generation from Natural-Language Test Steps For teams writing BDD-style scenarios ("User clicks the 'Add to Cart' button"), I use AI to translate that natural language directly into a first-draft Playwright locator + action, which a human then reviews and commits.

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