{"type": "article", "title": "AI in Test Automation: What It Actually Changes (and What It Doesn’t)", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/ai-in-test-automation-what-it-actually-changes-and-what-it-doesnt", "original_source": "https://blog.devgenius.io/artificial-intelligence-in-automation-testing-field-aeb0214aa69c?source=rss----4e2c1156667e---4", "published": "2026-07-14T09:44:31+00:00", "accessed": "2026-07-14", "id": "ai-in-test-automation-what-it-actually-changes-and-what-it-doesnt"}