Ariakit has hundreds of component tests duplicated across happy-dom and Playwright. happy-dom is 6× faster, so humans and agents use it for quick feedback during dev. Playwright is authoritative and runs once when each task is complete. This setup has sped up development. Highly recommend it.
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