{"type": "article", "title": "12 Factor Agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/12-factor-agents", "original_source": "https://github.com/humanlayer/12-factor-agents", "published": "2026-07-18T09:15:44+00:00", "accessed": "2026-07-18", "id": "12-factor-agents"}