{"type": "article", "title": "Shift-Left Meets AI: Catching Bugs Earlier with Predictive ML Models in Your Dev Pipeline", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/shift-left-meets-ai-catching-bugs-earlier-with-predictive-ml-models-in-your-dev", "original_source": "https://dev.to/nareshkumar_soundarajan/shift-left-meets-ai-catching-bugs-earlier-with-predictive-ml-models-in-your-dev-pipeline-3bb6", "published": "2026-07-01T04:12:36+00:00", "accessed": "2026-07-01", "id": "shift-left-meets-ai-catching-bugs-earlier-with-predictive-ml-models-in-your-dev"}