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2026-07-15 15 builders · 39 tweets · 1 podcasts · 0 blogs

🔥 热点话题

Anthropic 平台:从知识到协调层抽象Anthropic Platform: Abstractions from Knowledge to Coordination Layer

Anthropic 平台负责人 Katelyn Lesse 和 Angela Jiang 讨论了开发者平台的演进。他们将抽象层分为知识(Messages API、skills、memory)、执行(Managed Agents、harnesses 和基础设施)和协调(strategies/meta-harnesses,让 tokens 承担不同角色如 advising vs executing)。他们强调构建开放生态而非 walled garden,通过自托管 sandboxes、MCP 等与 Vercel、Modal 等合作。The Takeaway: 未来平台将聚焦协调层,帮助构建者实验新 form factors 并实现 token 智能分配。

Anthropic 内部和外部需求一致,优先速度和 builder 赋能。引用:'We wanna start composing these kind of orchestrated strategies... tokens aren't really fungible and you need to give them different jobs.' 他们分享了 Claude for Teachers 等产品,并观察到客户在 context engineering 和老旧系统集成上的创新。
Anthropic platform leads Katelyn Lesse and Angela Jiang discussed the evolution of the developer platform. They break abstractions into knowledge (Messages API, skills, memory), execution (Managed Agents, harnesses and infrastructure), and coordination (strategies/meta-harnesses assigning different jobs to tokens like advising vs executing). They emphasize building an open ecosystem rather than a walled garden, partnering with Vercel, Modal via self-hosted sandboxes and MCP. The Takeaway: Future platforms will focus on the coordination layer to help builders experiment with new form factors and intelligently allocate tokens.

Internal and external needs align, prioritizing speed and builder enablement. Quote: 'We wanna start composing these kind of orchestrated strategies... tokens aren't really fungible and you need to give them different jobs.' They shared products like Claude for Teachers and noted customer innovations in context engineering and legacy system integration.
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OpenAI Codex / ChatGPT Work 爆炸式增长OpenAI Codex / ChatGPT Work Explosive Growth

OpenAI 团队报告 Codex 和 ChatGPT Work 使用量激增,可能很快达到 900 万。Thibault Sottiaux 征求反馈并考虑发放 $100 Codex credits 激励用户分享 GPT-5.6 Sol 体验。Sam Altman 强调 inference 团队的英雄工作,并警告可能出现 scaling hiccups。Peter Yang 计划分享使用 Codex Desktop 管理电脑工作的完整 setup。
OpenAI team reports explosive usage of Codex and ChatGPT Work, potentially hitting 9M soon. Thibault Sottiaux seeks feedback and considers $100 Codex credits to reward users sharing GPT-5.6 Sol experiences. Sam Altman highlights heroic inference team efforts and warns of potential scaling hiccups. Peter Yang plans to share his full 7-step setup using Codex Desktop for computer tasks.
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🛠️ 开发者工具与技巧

Vercel AI Gateway 数据集开放与 AgentMail 集成Vercel AI Gateway Dataset Open & AgentMail Integration

Guillermo Rauch 开放了 Vercel AI Gateway 的 AI token flows 数据集,提供宝贵洞见。AgentMail 团队推出无注册自动设置集成:vercel install agentmail,支持统一计费。Aaron Levie 讨论代码对 agents 的友好性,因易于测试,并预测工作流 evals 的重要性。
Guillermo Rauch opened Vercel's AI Gateway dataset of AI token flows with fascinating insights. The AgentMail team launched seamless integration: vercel install agentmail with no signup and unified billing. Aaron Levie discussed why code is highly amenable to agents due to quick testability and predicted the rising importance of workflow evals for enterprises.
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Claude Code 用于 Pokemon 团队构建与 Cursor 设计团队招聘Claude Code for Pokemon Team Building & Cursor Design Team Hiring

Thariq 使用 Claude Code 结合 Smogon's 库分析 Pokemon Champions 比赛,生成 matchup 报告并 theorycraft 团队,已开源 artifact。Ryo Lu 分享从爱好到工作的设计旅程反思,强调在 AI 时代保持对 craft 本源的热爱,并为 Cursor 招聘设计工程师。
Thariq used Claude Code with Smogon's npm library to analyze Pokemon Champions matches, generate reports, and theorycraft teams, open-sourcing the artifact. Ryo Lu reflected on the journey from hobby to job in design, stressing the importance of preserving the original love for the craft amid AI, and is hiring design engineers for Cursor.
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🌍 其他动态

AI 构建者观点:SF 活动、SF 政治与个人反思AI Builders Insights: SF Events, Politics & Personal Reflections

Swyx 推广 SF Personal AI engineers meetup,展示 PAI 的持久影响力。Garry Tan 批评 SF doom loop 和公共资金滥用。Ryo Lu 深入探讨 AI 如何改变创造者身份,强调回归内在好奇心。Dan Shipper 庆祝 Every Codex Desktop 推出并举办 Brooklyn meetup。
Swyx promoted the SF Personal AI engineers meetup highlighting PAI's staying power. Garry Tan critiqued the SF doom loop and public fund looting. Ryo Lu deeply reflected on how AI changes creator identity, urging return to original curiosity. Dan Shipper celebrated Every's Codex Desktop launch and Brooklyn subscriber meetup.
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Claude for Teachers 隐私优先发布Claude for Teachers Privacy-First Launch

Claude 推出专为 K-12 设计的 Claude for Teachers,符合 FERPA,从州标准和高质量课程生成 lesson plans 和材料,从不用于训练模型。
Claude launched Claude for Teachers built for K-12 privacy, FERPA compliant, generating lesson plans and materials from state standards and high-quality curricula without using conversations for training.
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