https://blog.mklee.org/tags/llm/Recent content in LLM on MK's LabHugo -- 0.146.0zh-twWed, 18 Mar 2026 00:00:00 +0000https://blog.mklee.org/posts/ai-agent-memory-three-challenges/Wed, 18 Mar 2026 00:00:00 +0000https://blog.mklee.org/posts/ai-agent-memory-three-challenges/context window 有限、偏好會變、新舊記憶會矛盾——分享我們在 OpenClaw 上實作記憶系統時遇到的三個核心難題與解法。https://blog.mklee.org/posts/ai-agent-memory-sleep-cycle/Tue, 17 Mar 2026 00:00:00 +0000https://blog.mklee.org/posts/ai-agent-memory-sleep-cycle/AI agent 的記憶不該只有寫入和讀取。借鏡人類睡眠的三個階段——做夢、反芻、遺忘——為 agent 建立一套自動化的記憶維護機制。