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Deploying agent backends with Python Workers GA Python Workers GA supports web frameworks and agent libraries. WebAssembly package compatibility remains the main migration boundary.
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Cloudflare Python Workers GA 后,Agent 后端怎么部署 Python Workers 已进入 GA,FastAPI、Django、Flask 以及 openai、langchain、mcp 可以直接运行在 Workers。真正的迁移边界仍是 WebAssembly 包兼容性。
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A Minecraft agent separates planning from fast decisions This Minecraft agent uses Astra for slow planning, JEV for frequent action selection, and Mineflayer for execution, with logs and scripts to verify runs.
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Minecraft Agent 把规划和即时决策拆成两层 这个 Minecraft Agent 让 Astra 负责慢规划、JEV 负责高频动作选择、Mineflayer 负责确定性执行,并用日志和验证脚本保留运行证据。
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FDE growth: 519 overseas jobs, 28 in China, 6 projects A study of 519 overseas job listings, 28 roles at major Chinese firms, and 6 projects examines FDE responsibilities, growth, costs, and scalability.
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FDE 为什么突然火了:519 条海外 JD、28 条国内大厂岗位和 6 个真实项目 用 519 条海外公开 JD、28 条国内大厂岗位和 6 个真实项目,拆解 FDE 的职责、增长、国内落地、成本与规模化条件。
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Jev gives agents typed decisions instead of generated text TypeSafe Jev uses Choice, Score, and Noul for constrained agent decisions while code retains control of valid actions and side effects.
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Agent 里不是每个判断都需要生成文本:Jev 把决策交给代码 TypeSafe Jev 用 Choice、Score 和 Noul 处理 Agent 的受约束决策,让模型负责模糊判断,代码继续掌握合法动作和副作用。
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Claude merges Chat and Cowork to reduce mode choices Claude combines Chat and Cowork in one conversation, routes capabilities automatically, and keeps task state and permissions visible.
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Claude 把 Chat 和 Cowork 合并后,Agent 产品开始减少模式选择 Claude 把 Chat 与 Cowork 合并到同一会话,把能力路由交给系统,同时保留任务状态和权限确认,给 Agent 产品一个具体 UX 边界。
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Gemini Live: turnComplete no longer means the task is done Gemini Live Extended Thinking separates conversation turns from background task lifecycles. Clients need interaction_status to track actual completion.
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Gemini Live 把推理放到后台:turnComplete 不再等于结束 Gemini Live Extended Thinking 把对话回合与后台任务生命周期拆开,客户端需要用 interaction_status 管理真正的完成状态。