[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-agent-memory":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"3009b20b-94ff-4885-b6d2-f3fb54508d59","agent memory","agent-memory",2,null,[11,20],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"cec2d028-df49-4444-a0e2-e857109414bf","longmemeval-v2-agent-memory-web-workflows-zh","LongMemEval-V2：測 agent 長期記憶","LongMemEval-V2 用 451 題測試 agent 能否記住 Web 環境經驗，而不只是使用者歷史；結果顯示以 coding agent 蒐證的記憶法準確率最高，但延遲也更高。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778653249376-2wo2.png","zh","2026-05-13T06:20:29.320872+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":25,"image_url":26,"cover_image":26,"language":18,"created_at":27},"367128a2-5c5f-4d39-a51f-9cedd4d538a5","agent-memory-framework-analysis-zh","AI Agent 記憶怎麼設計","AI agent 要能跨任務保持狀態，記憶設計就很重要。本文拆解短期、長期與外部記憶，並比較框架、資料庫與向量檢索的取捨。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775058021870-r6l5.png","2026-04-01T10:21:33.242276+00:00"]