{"type": "article", "title": "Stop Letting LLMs Hallucinate Your Codebase: A Graph-First Way to Summarize Repos", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/stop-letting-llms-hallucinate-your-codebase-a-graph-first-way-to-summarize-repos", "original_source": "https://pub.towardsai.net/stop-letting-llms-hallucinate-your-codebase-a-graph-first-way-to-summarize-repos-8a803db9c931?source=rss----98111c9905da---4", "published": "2026-06-26T04:02:41+00:00", "accessed": "2026-06-26", "id": "stop-letting-llms-hallucinate-your-codebase-a-graph-first-way-to-summarize-repos"}