{"type": "article", "title": "What 12 failure classes and 30 Billion tokens spent taught us about trusting AI coding agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/what-12-failure-classes-and-30-billion-tokens-spent-taught-us-about-trusting-ai", "original_source": "https://dev.to/cryptokeesan/what-12-failure-classes-and-30-billion-tokens-spent-taught-us-about-trusting-ai-coding-agents-pi7", "published": "2026-06-30T20:41:47+00:00", "accessed": "2026-07-01", "id": "what-12-failure-classes-and-30-billion-tokens-spent-taught-us-about-trusting-ai"}