{"type": "article", "title": "Why I Built Local-First Agent Memory (And Why Embeddings Were the Wrong Tool)", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/why-i-built-local-first-agent-memory-and-why-embeddings-were-the-wrong-tool", "original_source": "https://labyrinthanalyticsconsulting.com/blog/why-i-built-local-first-agent-memory", "published": "2026-06-19T00:00:00+00:00", "accessed": "2026-06-20", "id": "why-i-built-local-first-agent-memory-and-why-embeddings-were-the-wrong-tool"}