DEV CommunityWhy raw chat history harms LLM agents and how structured memory helpsLong chat histories bloat LLM prompts and confuse agents. Discover how a structured, dual-bank memory system cuts costs and eliminates hallucinations in customer support AI.Jun 6, 2026