{"type": "article", "title": "How HN: Surgical DevOps – Deterministic AI execution protocols", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/how-hn-surgical-devops-deterministic-ai-execution-protocols", "original_source": "https://github.com/bonushora/surgical-dev-ops", "published": "2026-07-22T17:39:22+00:00", "accessed": "2026-07-22", "id": "how-hn-surgical-devops-deterministic-ai-execution-protocols"}