{"type": "article", "title": "Piper – DevOps copilot where the LLM picks typed actions, not shell", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/piper-devops-copilot-where-the-llm-picks-typed-actions-not-shell", "original_source": "https://github.com/antoniociccia/piper", "published": "2026-05-29T10:42:29+00:00", "accessed": "2026-07-14", "id": "piper-devops-copilot-where-the-llm-picks-typed-actions-not-shell"}