{"type": "article", "title": "LLM Tool Failures: Only 3 Root Causes – Value, Condition, Intent", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/llm-tool-failures-only-3-root-causes-value-condition-intent", "original_source": "https://github.com/Jang-woo-AnnaSoft/execution-state-preflight/blob/main/who-fills-in-the-form.md", "published": "2026-08-24T06:00:50+00:00", "accessed": "2026-08-24", "id": "llm-tool-failures-only-3-root-causes-value-condition-intent"}