{"type": "article", "title": "Give Your Coding Agent a Deterministic Vulnerability Oracle", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/give-your-coding-agent-a-deterministic-vulnerability-oracle", "original_source": "https://dev.to/copyleftdev/give-your-coding-agent-a-deterministic-vulnerability-oracle-4ngc", "published": "2026-07-21T15:04:00+00:00", "accessed": "2026-07-22", "id": "give-your-coding-agent-a-deterministic-vulnerability-oracle"}