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Claude Code：0.074 美元 Pi 通过率最高，DeepSeek 官方 Harness 最省钱，Claude Code 最快但最贵。 Composio 此前用 DeepSeek V4 Flash 做过同类测试，当时 Pi 同样拿到最高通过率。",1787222880000,false,"MarsBit",0,[13,21,27,33,39,45],{"id":14,"title":15,"content":16,"publishTime":17,"important":9,"sourceName":18,"language":19,"dateString":20},207552,"DeepSeek Harness底座Cordis有了Rust实现：DimAgent准备用它重构","动察 Beating AI 快讯，DimAgent 创始人 Han Cheng 开源插件运行时 Rutis，并表示接下来会用它支撑 DimAgent 的新架构。Rutis 用 Rust 重新实现了 Cordis 的核心设计，后者正是 DeepSeek Harness 使用的底层插件框架。\nDeepSeek Harness 用 Cordis 管理模型、工具、会话、Agent Loop 等组件。每个组件都可以做成插件，只声明自己需要和提供哪些服务，Cordis 负责启动、卸载、依赖变化和资源清理。\nRutis 把这套机制搬到了 Rust，同时支持 TypeScript、JavaScript 和 Python 插件。不同语言的插件可以互相调用，也可以分布在不同进程和机器上运行。现有 Cordis 插件也可以直接接入，不需要全部重写。",1791349620000,"Blockbeats",null,"Wed Oct 07 2026 05:07:00 GMT+0000 (Coordinated Universal Time)",{"id":22,"title":23,"content":24,"publishTime":25,"important":9,"sourceName":18,"language":19,"dateString":26},197319,"阶跃星辰开源Step Code：自测追平DeepSeek Harness，token更省","动察 Beating AI 快讯，阶跃星辰开源 AI 编程工具 Step Code v0.1.0，采用 MIT 许可证。它直接跑在终端里，可以读写代码、跑测试和执行开发任务，还支持 MCP、Agent Skills 和 Claude Code 插件。内置的 StepPage 可以一条命令把本地静态网站发布到线上。\nStep Code 主打少用 token。在阶跃自己的 Terminal-Bench 2.1 横评中，它完成 72\u002F89 个任务，得分 80.9%，与 DeepSeek Harness 并列最高，但 token 用量更低。\n阶跃自建的 Multi-Frame 长任务测试共有 150 道题，Step Code 完成 110 道，得分 73.3%，平均每题消耗 509 万 token，在对比的 6 款 harness 中同时拿到最高通过率和最低 token 用量。\n不过阶跃没有公布这轮横评具体用了哪个底层模型，也没有拆解这些 token 是怎么省下来的。官方只提到 Step Code 与 Step 系列模型一起针对 token 消耗做过调优。\n源码里也能看到不少「节流」设计：文件读取和命令输出会限长，搜索尽量缩小返回范围，长对话默认会压缩上下文，system prompt 也要求能直接调用工具就不要额外开 Agent。\n还有一套更激进的 contextProjection，可以裁掉旧工具输出、重复结果和历史 reasoning，不过默认关闭。\n综合来看，它的 token 优势来自模型和 harness 多处优化叠加。",1790133120000,"Wed Sep 23 2026 03:12:00 GMT+0000 (Coordinated Universal Time)",{"id":28,"title":29,"content":30,"publishTime":31,"important":9,"sourceName":18,"language":19,"dateString":32},198202,"DeepSeek Harness官方桌面端偷跑：没官宣，但Mac、Windows已经能装","动察 Beating AI 快讯，DeepSeek Harness 的官方桌面端已经偷跑。DeepSeek 还没有正式官宣，官网也没有公开下载入口，但 macOS 和 Windows 安装包已经出现在官方服务器上，实测可以正常安装使用。\n桌面端基于 Electron，把 Harness 原来的 Web 版封装成独立 App。用户可以登录 DeepSeek 账号或填写 API Key，再选择本地文件夹作为工作区，不需要自己先启动 Web 服务。\n官方仓库最近也在密集补齐桌面端功能。最新的 dsh v0.1.7-rc.2 加入首次使用引导、快捷键管理和后台运行任务，还修复了 Windows 安装包启动和 macOS 窗口等问题。\n目前能找到的官方安装包只有 macOS Apple Silicon 和 Windows x64。Mac 版使用杭州深度求索的 Developer ID 签名，并已通过 Apple 公证。",1790306220000,"Fri Sep 25 2026 03:17:00 GMT+0000 (Coordinated Universal Time)",{"id":34,"title":35,"content":36,"publishTime":37,"important":9,"sourceName":18,"language":19,"dateString":38},195712,"Claude Code像素级抄袭Cursor，连Projects都懒得改名","动察 Beating AI 快讯，Anthropic 重做 Claude Projects，结果和 Cursor 一周前推出的同名功能几乎一个模子。\nCursor 让一个总控 Agent 当项目经理，自己不写代码，只负责拆任务、定计划，再把活分给多个 Agent 并行完成。任务长期跑在云端，关电脑也不停；所有 Agent 共享项目上下文，需要时还能自动拉起本地 Agent。\nClaude 新 Projects 基本照着这套来。也是总控 Agent 拆任务、验结果，下面同时跑多个 Claude Code 会话；每个会话独立改代码、跑测试、提交 PR，共享项目记忆，电脑关了照样干。\nCursor Projects 9 月 10 日上线，Claude Projects 9 月 17 日才发布。现在甚至还是 Cursor 功能更多，看来 7 天只够 Claude 抄个七七八八。",1789700400000,"Fri Sep 18 2026 03:00:00 GMT+0000 (Coordinated Universal Time)",{"id":40,"title":41,"content":42,"publishTime":43,"important":9,"sourceName":18,"language":19,"dateString":44},202352,"Antigravity终于上Claude 5.5：仅限付费Pro订阅及Ultra，旧模型11月退场","动察 Beating AI 快讯，Google 的 AI 编程工具 Antigravity 已接入 Claude Opus 5.5 和 Sonnet 5.5。两款模型向 Google AI Ultra 和 Pro 开放，但 Pro 仅限正式订阅，仍处于免费试用期的用户无法使用。Free 和 Google AI Plus 暂时拿不到 5.5。Antigravity 支持为模型选择 Low、Medium、High 三档思考强度。\nGoogle 同时开始清理旧模型。Claude Opus 4.6、Sonnet 4.6 和 GPT-OSS-120b 都将在 11 月 2 日移除。按当前模型表，如果没有新模型补位，Free 和 Google AI Plus 届时将没有 Claude 或 GPT-OSS 可选，只剩 Gemini 系列。\nGoogle 没有公布 Claude 5.5 的具体额度，只说明 Pro 额度每 5 小时刷新，同时受周额度限制。Gemini 与 Claude、GPT 使用两套独立额度。已经有多名 Pro 用户反馈，Opus 5.5 跑一次任务就可能快速消耗五小时和周额度，有用户称运行约 9 分钟就用掉了一半周额度。",1791037080000,"Sat Oct 03 2026 14:18:00 GMT+0000 (Coordinated Universal Time)",{"id":46,"title":47,"content":48,"publishTime":49,"important":9,"sourceName":10,"language":19,"dateString":50},200169,"MiniMax把OpenAI新Agents API做成开源版，Codex、Claude Code都能接","动察 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