{"type": "article", "title": "AI Agents Fail Off a Cliff Below the Application Layer", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/ai-agents-fail-off-a-cliff-below-the-application-layer", "original_source": "https://sourcefeed.dev/a/ai-agents-fail-off-a-cliff-below-the-application-layer", "published": "2026-08-19T20:08:58+00:00", "accessed": "2026-08-19", "id": "ai-agents-fail-off-a-cliff-below-the-application-layer"}