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2026-04-30 17 builders · 34 tweets · 1 podcasts · 0 blogs

🔥 热点话题

Stripe 洞察:代理经济下的欺诈、定价与增长Stripe Insights: Fraud, Pricing, and Growth in the Agent Economy

Stripe 数据与 AI 负责人 Emily Glassberg Sands 表示,互联网经济正在从人类主导转向代理主导。AI 公司增长速度远超以往 SaaS 公司,顶级 AI 公司在 18 个月内达到 3000 万美元 ARR,是 2018 年 SaaS 公司的三倍。目前增长主要来自净新增支出,而非替代现有预算。

计算资源盗窃已成为新欺诈形式,免费试用滥用在六个月内增长四倍。一家大型 AI 客户每周被阻止 25 万个欺诈性免费试用。欺诈已从交易层面扩展到全漏斗,包括多账户滥用和非支付滥用。"Free compute is kind of the new CAC." 定价模式快速迭代,从基于座位的转向基于使用量、结果和混合模型。

Stripe 正在为代理就绪构建基础设施,包括共享支付令牌、代理商务协议和 Link 钱包的委托授权功能。目前代理商务主要集中在低风险商品,如万圣节服装,但基础设施正在演进以支持更广泛的代理辅助和自主购买。
Emily Glassberg Sands, Head of Data & AI at Stripe, observes that the internet economy is shifting from human-centric to agent-centric. AI companies are growing faster than any previous cohort, with top ones reaching $30M ARR in 18 months—three times quicker than the 2018 SaaS class. Growth so far is largely net new spend rather than cannibalizing existing budgets.

Compute theft is the new fraud vector, with free trial abuse up 4x in six months. One large AI customer has 250,000 fraudulent free trials blocked weekly. Fraud has moved up-funnel to multi-account abuse and non-payment, becoming a full-lifecycle issue. "Free compute is kind of the new CAC." Pricing is iterating rapidly from seat-based to usage, outcome, and hybrid models.

Stripe is building agent-ready infrastructure with shared payment tokens, the Agentic Commerce Protocol (co-created with OpenAI), and evolving Link for delegated authority with guardrails. Agentic commerce volume remains small but growing, currently focused on low-stakes commodities like Halloween costumes, with primitives in place for broader adoption.
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🛠️ 开发者工具与技巧

Gemini 新功能:直接生成并导出文件Gemini New Feature: Generate and Export Files Directly

Google Gemini 现在可以根据提示直接生成并导出各种文件格式,包括 Google Docs、Sheets、Slides、PDF、Word (.docx)、Excel (.xlsx)、CSV、Markdown、LaTeX、TXT 和 RTF。

用户只需在聊天中描述想要创建的内容,Gemini 即可生成可下载或导出到 Drive 的文件。这大大简化了从 brainstorm 到成品文件的过程,无需离开 Gemini 应用或手动复制粘贴。功能已在全球所有 Gemini 表面可用。
Google Gemini now generates and exports files directly from prompts, supporting Google Docs, Sheets, Slides, PDF, Word (.docx), Excel (.xlsx), CSV, Markdown, LaTeX, TXT, and RTF.

Simply describe the file you want in chat, and Gemini creates downloadable or Drive-exportable documents. This bridges brainstorming to polished output without leaving the app or manual reformatting. The feature is available now on all Gemini surfaces globally.
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Box CEO Aaron Levie:新兴的代理工程角色Box CEO Aaron Levie on Emerging Agent Engineering Roles

Box CEO Aaron Levie 表示,公司正在招聘和培训新的“代理工程”角色,用于内部职能。这些角色类似于内部 FDE,负责将代理与业务系统(如 Box、Salesforce、Workday)连接起来,构建安全、可治理的代理工作流,并将流程编码为技能。

该角色需要高度技术能力,并与业务团队嵌入式协作。未来可能出现对应的“代理产品管理”角色。Levie 认为这将是企业中一个重大趋势,重点是将自动化应用于整个流程而非单个职位。
Box CEO Aaron Levie is hiring and retraining for new "agent engineering" roles focused on internal functions. These act like internal FDEs: highly technical individuals who wire agents to business systems (Box, Salesforce, Workday etc.), build secure governed agents, and codify workflows as skills.

The role often embeds with business teams. It may spawn complementary "agent product management" positions on the business side. Levie sees this as a major trend: automating processes rather than jobs.
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Cursor 构建代理系统Building Agent Systems with Cursor

Cursor 设计负责人 Ryo Lu 分享:使用 Cursor 构建自己的代理系统,支持相同的多模型 harness,可在本地和云端运行。
Cursor design lead Ryo Lu highlights building your own agent systems with Cursor—the same multi-model harness, running on local and cloud.
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🌍 其他动态

AI 构建者观点集锦AI Builders Roundup

Replit CEO Amjad Masad 强调 Ron Conway 的慷慨与温暖如何成为成功策略,并推出教师免费账户和学生 50% 折扣。OpenAI 的 Sam Altman 宣布即将 rollout GPT-5.5-Cyber 前沿网络安全模型,用于关键防御者,并讨论对齐失败。

Claude 分享了开发者黑客马拉松获奖项目,包括维护系统 ARIA 和家庭维修工具 MaestrIA。其他动态包括代理使用观察(Aditya Agarwal:代理仍是开发者产品,远非消费者级)、IT 团队如“代理的 HR”(Zara Zhang)以及各种构建和实验更新。
Replit CEO Amjad Masad highlights Ron Conway's generosity and warmth as a winning strategy, plus free teacher accounts and 50% off for students. OpenAI's Sam Altman announces rollout of GPT-5.5-Cyber frontier cybersecurity model to critical defenders and notes alignment failure.

Claude showcases hackathon winners like ARIA maintenance system and MaestrIA home repair tool. Other notes include agent usage observations (Aditya Agarwal: agents remain dev products, far from consumer-grade), IT teams as "HR for agents" (Zara Zhang), and assorted building/experiment updates from the community.
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