{"type": "article", "title": "Specs rot. Running code doesn't. How I restructured my AI agent skills around live references", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/specs-rot-running-code-doesn-t-how-i-restructured-my-ai-agent-skills-around-live", "original_source": "https://dev.to/mxhlix/specs-rot-running-code-doesnt-how-i-restructured-my-ai-agent-skills-around-live-references-2eae", "published": "2026-07-26T01:37:36+00:00", "accessed": "2026-07-26", "id": "specs-rot-running-code-doesn-t-how-i-restructured-my-ai-agent-skills-around-live"}