{"type": "article", "title": "Turning a Generic LLM Into a Ruby-LibGD Expert (One Correction at a Time)", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/turning-a-generic-llm-into-a-ruby-libgd-expert-one-correction-at-a-time", "original_source": "https://rubystacknews.com/2026/06/02/turning-a-generic-llm-into-a-ruby-libgd-expert-one-correction-at-a-time/", "published": "2026-06-03T02:49:16+00:00", "accessed": "2026-06-18", "id": "turning-a-generic-llm-into-a-ruby-libgd-expert-one-correction-at-a-time"}