[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"topic-zh--llm-agent-":3},{"cluster":4,"timeline":16},{"id":5,"slug":6,"title":7,"pinned":8,"status":9,"summary":10,"category":11,"language":12,"created_at":13,"merged_into":14,"article_count":15,"first_seen_at":13,"last_updated_at":13},"37a16ab9-152b-4b17-90c5-fc10e10afec5","-llm-agent-","自動化 LLM Agent 的記憶怎麼設計",false,"active","這篇綜述整理自主 LLM agent 的記憶怎麼設計、怎麼評估、怎麼用，重點放在機制選擇與仍未解決的問題。","research","zh","2026-07-05T09:07:40.939487+00:00",null,1,[17],{"id":18,"slug":19,"title":7,"summary":10,"category":11,"image_url":20,"cover_image":20,"published_at":21,"is_canonical_seed":22},"f3addba5-089a-4841-b194-7e0c7c16da01","memory-autonomous-llm-agents-survey-zh","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778568650946-4u62.png","2026-05-12T06:50:27.731+00:00",true]