{"type": "article", "title": "I Built a Memory Layer for LLM Agents That Knows Which Facts Go Stale", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/i-built-a-memory-layer-for-llm-agents-that-knows-which-facts-go-stale", "original_source": "https://dev.to/rouche01/i-built-a-memory-layer-for-llm-agents-that-knows-which-facts-go-stale-1mg5", "published": "2026-07-13T01:42:18+00:00", "accessed": "2026-07-13", "id": "i-built-a-memory-layer-for-llm-agents-that-knows-which-facts-go-stale"}