{"type": "article", "title": "How to Test AI-Powered Web Apps Without Treating the Model Like a Normal API", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/how-to-test-ai-powered-web-apps-without-treating-the-model-like-a-normal-api", "original_source": "https://dev.to/randomsquirrel802/how-to-test-ai-powered-web-apps-without-treating-the-model-like-a-normal-api-413j", "published": "2026-07-17T21:23:36+00:00", "accessed": "2026-07-17", "id": "how-to-test-ai-powered-web-apps-without-treating-the-model-like-a-normal-api"}