[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"glossary-articles-context-window-zh-TW":3},[4,17,27,36,45],{"id":5,"slug":6,"title":7,"summary":8,"source":9,"category":10,"image_url":11,"cover_image":11,"language":12,"views":13,"created_at":14,"published_at":15,"topic_cluster_id":16,"topic_clusters":16},"e63f8dd8-b563-4db4-987e-2118469bc8a7","why-pinecone-compiled-vector-artifacts-ai-agents-zh","為什麼 Pinecone 的編譯式向量工件才是 AI agents 的正解","Pinecone 的方向是對的：AI agents 需要先編譯好的知識工件，而不是每次即時翻找原始向量。","www.blocksandfiles.com","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778328644209-kopr.png","zh",2,"2026-05-09T12:10:22.152878+00:00","2026-05-09T12:10:22.116+00:00",null,{"id":18,"slug":19,"title":20,"summary":21,"source":22,"category":23,"image_url":24,"cover_image":24,"language":12,"views":13,"created_at":25,"published_at":26,"topic_cluster_id":16,"topic_clusters":16},"fe630502-5455-4001-a6bf-0643f9eb469d","gemma-4-assistant-models-faster-draft-tokens-zh","Gemma 4 助手模型加速草稿 Token","Gemma 4 的 E2B 與 E4B 助手模型用 centroid masking，把草稿 token 的 lm_head 計算量砍到約 45 倍，且品質損失很小。","docs.vllm.ai","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778278246167-hskc.png","2026-05-08T22:10:33.309766+00:00","2026-05-08T22:10:33.275+00:00",{"id":28,"slug":29,"title":30,"summary":31,"source":32,"category":10,"image_url":33,"cover_image":33,"language":12,"views":13,"created_at":34,"published_at":35,"topic_cluster_id":16,"topic_clusters":16},"13f738eb-5b3a-4a33-8d89-4470e946d0f4","anthropic-dreaming-claude-managed-agents-zh","Anthropic 替 Claude 加上做夢功能","Anthropic 為 Claude Managed Agents 加入 dreaming、outcomes 和 multiagent orchestration，讓代理能記憶、評分與分工。","9to5mac.com","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778206850098-hbiv.png","2026-05-08T02:20:34.356866+00:00","2026-05-08T02:20:34.312+00:00",{"id":37,"slug":38,"title":39,"summary":40,"source":41,"category":10,"image_url":42,"cover_image":42,"language":12,"views":13,"created_at":43,"published_at":44,"topic_cluster_id":16,"topic_clusters":16},"8a126231-b5e1-4c89-a338-73d1d73148ff","why-prompt-engineering-is-dead-for-ai-agents-zh","為什麼 AI Agent 時代，Prompt Engineering 已經死了","AI Agent 的關鍵不在於把提示詞寫得更漂亮，而在於把上下文選對、排好、壓縮好；context engineering 才是可靠性的核心。","pub.towardsai.net","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778184658982-xgnl.png","2026-05-07T20:10:24.866536+00:00","2026-05-07T20:10:24.66+00:00",{"id":46,"slug":47,"title":48,"summary":49,"source":50,"category":10,"image_url":51,"cover_image":51,"language":12,"views":52,"created_at":53,"published_at":54,"topic_cluster_id":16,"topic_clusters":16},"53cc9013-736c-42dc-a9e7-8a050be2e123","mistral-medium-35-remote-coding-agents-zh","Mistral Medium 3.5 讓遠端 coding agent 上線","Mistral 推出 Medium 3.5，主打 128B 開放權重模型，並把 coding agent 放到雲端執行，支援 Le Chat 的 Vibe 與 Work mode。","mistral.ai","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778152268901-6cvu.png",1,"2026-05-07T11:10:34.123981+00:00","2026-05-07T11:10:34.067+00:00"]