{"type": "article", "title": "The Specialized Agent Shift: How Open Models Are Beating Frontier APIs in Production", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/the-specialized-agent-shift-how-open-models-are-beating-frontier-apis-in", "original_source": "https://www.g-ftech.com/blog/specialized-agents-case-studies-post-training", "published": "2026-09-13T00:00:00+00:00", "accessed": "2026-09-22", "id": "the-specialized-agent-shift-how-open-models-are-beating-frontier-apis-in"}