{"type": "article", "title": "How to Verify Self-Hosted LLM Tool Specs Before Building", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/how-to-verify-self-hosted-llm-tool-specs-before-building", "original_source": "https://dev.to/forgedgoods/how-to-verify-self-hosted-llm-tool-specs-before-building-242d", "published": "2026-09-19T05:07:45+00:00", "accessed": "2026-09-19", "id": "how-to-verify-self-hosted-llm-tool-specs-before-building"}