How Claude Code’s Folder‑Based Memory Boosts Performance by 39%

Claude Code achieves a 39% performance gain in long‑term memory for LLM agents by replacing complex vector stores and graph databases with a simple folder of markdown files, leveraging context editing and tool calls that reduce token usage by 84% while keeping memory transparent and version‑controlled.

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How Claude Code’s Folder‑Based Memory Boosts Performance by 39%