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2026-05-21 15 builders · 27 tweets · 1 podcasts · 0 blogs

🔥 热点话题

Anthropic 收购 Stainless 及其对 MCP 的影响Anthropic Acquires Stainless: Implications for MCP

Every CEO Dan Shipper 与 Stainless 创始人兼 CEO Alex Rattray 深入讨论了 Model Context Protocol (MCP)。Rattray 解释了 API 如何作为互联网的“树突”,以及 MCP 如何让 AI 原生地与现有软件交互。关键洞见是当前 MCP 实现面临上下文窗口限制、安全性和工具设计挑战。Rattray 建议保持工具数量少、名称精确,并使用动态模式(仅三个工具:列出端点、了解端点和执行端点)来处理大型 API。Stainless 正在探索代码执行作为未来方向,让模型编写并在安全沙箱中运行针对 SDK 的代码,而不是暴露数百个工具。Anthropic 最近以 3 亿美元收购 Stainless 突显了这一基础设施的重要性。
Every CEO Dan Shipper dives deep with Stainless founder and CEO Alex Rattray on the Model Context Protocol (MCP). Rattray explains how APIs serve as the "dendrites" of the internet and how MCP enables AI to natively interact with existing software. Key insight: current MCP implementations struggle with context window limits, security, and tool design. Rattray recommends keeping tool count small with precise names/descriptions and using "dynamic mode" (just three tools: list endpoints, learn about one, execute) for large APIs. Stainless is exploring code execution as the future—models write and run SDK code in secure sandboxes instead of hundreds of tools. Anthropic's recent $300M acquisition of Stainless underscores the importance of this infrastructure.
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Sam Altman 谈 AGI 在数学和企业中的里程碑Sam Altman on AGI Milestones in Math and Business

OpenAI CEO Sam Altman 庆祝通用模型解决数学重大开放问题,称这将是未来几年常见的事件。他强调 AGI 将加速研究、公司和个人目标实现。Altman 宣布 OpenAI 将向每个 YC 公司投资 200 万美元信用额度,并表示需要更多努力实现个人 AGI。
OpenAI CEO Sam Altman celebrates a general-purpose model solving a major open math problem, noting this will become common in coming years. He highlights AGI accelerating research, companies, and personal goals. Altman announced OpenAI offering $2M in credits to every YC company and stressed increasing efforts on personal AGI.
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Google Project Genie 全面可用Google Project Genie Now Fully Available

Google Labs 宣布 Project Genie 现已向所有 Google AI Ultra 订阅者全球开放。用户可以通过选择角色、设置场景来在几分钟内设计游戏,展示了从玩游戏到创建游戏的转变。
Google Labs announced Project Genie is now fully available to all Google AI Ultra subscribers globally. Users can design games in minutes by choosing characters and setting scenes, showcasing the transformation from playing games to creating them.
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🛠️ 开发者工具与技巧

MCP 服务器设计最佳实践MCP Server Design Best Practices

Stainless CEO Alex Rattray 分享了构建可靠 MCP 服务器的经验:保持工具集精简、精确描述、使用 JQ 过滤器减少响应数据,并为评估建立良好系统。动态模式帮助大型 API 管理上下文。Rattray 还分享了在 Stainless 使用 MCP 作为业务副驾驶连接 Notion、HubSpot 等工具的实际案例。
Stainless CEO Alex Rattray shares lessons for reliable MCP servers: keep toolsets small with precise names/descriptions, use JQ filters for minimal responses, and build strong eval systems. Dynamic mode helps manage context for large APIs. Rattray also detailed using MCP at Stainless as a business co-pilot connecting Notion, HubSpot, and database tools.
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Exa 搜索成为代理首选Exa Search as the Go-To for Agents

Swyx 和 Garry Tan 高度推荐 Exa 用于代理。Garry Tan 表示 YC 和他的 OpenClaw/Hermes 代理都在使用 Exa,认为它是速度、可靠性和完整性无可替代的选择。Swyx 分享了团队在 1.5 小时内一致选择 Exa 的 bake-off 经验。
Swyx and Garry Tan strongly endorse Exa for agents. Garry Tan uses it at YC and in his OpenClaw and Hermes Agents, calling it unmatched in speed, reliability, and completeness. Swyx highlighted his team's quick unanimous decision after testing Exa vs competitors.
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Cotypist 代码自动补全工具Cotypist Autocomplete Everywhere

Peter Steinberger 强烈推荐 Cotypist,它能在各处提供自动补全功能。
Peter Steinberger highly recommends Cotypist for autocomplete everywhere.
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AI 时代开发者的 T 型技能T-Shaped Skills for AI-Era Developers

Zara Zhang 分享了 Google I/O 幻灯片,强调 AI 时代开发者需要领域专精(深)、相邻技能拓宽(宽)并善于使用 AI。
Zara Zhang highlighted a Google I/O slide on thriving as an AI-era developer: deeper domain expertise, wider adjacent skills, and mastering AI usage.
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AI 代理中的代码执行未来Code Execution as Future of AI Agents

Alex Rattray 预测未来 MCP 将转向代码执行工具 + 文档搜索,模型编写 SDK 代码在沙箱中运行,显著减少上下文负担并提高速度和安全性。
Alex Rattray predicts MCP future shifts to code execution tool + doc search, where models write SDK code run in sandboxes, dramatically reducing context and improving speed/security.
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💰 创业成功案例

Aaron Levie 谈 FDE 角色重要性Aaron Levie on Importance of FDE Roles

Box CEO Aaron Levie 强调 Field Deployment Engineer (FDE) 工作在 AI 代理实施中至关重要。该角色结合技术实施和变更管理,由于 AI 变化速度快且直接影响工作流程,该职位短期内不会消失,是技术人才尤其是早期职业者的好路径。
Box CEO Aaron Levie highlighted the critical importance of Field Deployment Engineer (FDE) roles in AI agent implementations. The job combines technical work and change management; due to rapid AI changes and workflow impacts, it won't disappear soon and offers great paths for technical talent, especially early career.
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Garry Tan 赞扬 Exa 并讨论 AI 益处Garry Tan Praises Exa and Discusses AI Benefits

Y Combinator CEO Garry Tan 强调 AI 益处真实,但美国需解决媒体问题以保持领导地位。他高度认可 Exa 用于代理。
YC President Garry Tan stressed that AI benefits are real now but the US risks ceding leadership without addressing media issues. He strongly endorsed Exa for agents.
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Aditya Agarwal 庆祝 Feross 进展Aditya Agarwal Celebrates Feross Progress

South Park Commons GP Aditya Agarwal 为早期合作伙伴 Feross 公司的进展感到自豪,并邀请申请 South Park Commons。
South Park Commons GP Aditya Agarwal expressed pride in portfolio company Feross' progress and invited applications to South Park Commons.
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🌍 其他动态

Zara Zhang 谈 AI 原生团队角色转变Zara Zhang on Role Shifts in AI-Native Teams

Zara Zhang 认为在 AI 原生团队中,IC 应像经理一样思考(委托代理、设置标准),经理应更像 IC 一样动手构建。
Zara Zhang believes in AI-native teams, ICs should think like managers (delegate to agents, set standards) while managers should be more hands-on builders.
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Swyx 链接 Agent Labs 与模型改进Swyx Links Agent Labs to Model Improvements

Swyx 指出 Agent Labs 体现了 Sam Altman “随着模型变好业务也变好”的理念,其收入与模型性能直接相关。
Swyx noted Agent Labs exemplify Sam Altman's idea of businesses that improve as models improve, with direct revenue correlation to model performance.
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Nikunj Kothari 创始人感悟Nikunj Kothari on Founder Life

FPV Ventures 合伙人 Nikunj Kothari 分享了创办公司的艰难,强调需要深刻热情来坚持,并对所有创始人致敬。同时分享了使用 Claude 总结 SpaceX S-1 的经验。
FPV Ventures partner Nikunj Kothari reflected on how hard founding is and the need for deep passion. He also shared a Claude-assisted summary of SpaceX's S-1.
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Kevin Weil 数学 AI 里程碑Kevin Weil on AI Math Milestone

前 OpenAI CPO Kevin Weil 强调了 AI 和数学的又一里程碑。
Former OpenAI CPO Kevin Weil highlighted another first for AI and mathematics.
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