{"type": "article", "title": "Loops and self-improving agents in the real world", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/loops-and-self-improving-agents-in-the-real-world", "original_source": "https://www.readserioustech.com/p/self-improving-agent-loops-verifier", "published": "2026-07-22T20:03:04+00:00", "accessed": "2026-08-16", "id": "loops-and-self-improving-agents-in-the-real-world"}