{"type": "article", "title": "A 111-Move Chess Match Taught Us Why Coding Agents Need Ground Truth", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/a-111-move-chess-match-taught-us-why-coding-agents-need-ground-truth", "original_source": "https://ropenotes.dev/blog/111-move-chess-match-ground-truth/", "published": "2026-08-16T00:00:00+00:00", "accessed": "2026-08-16", "id": "a-111-move-chess-match-taught-us-why-coding-agents-need-ground-truth"}