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2026-09-29 18 builders · 34 tweets · 0 podcasts · 0 blogs

🔥 热点话题

Anthropic 发布 Sonnet 5.5:更快更省 token,能力大幅提升Anthropic launches Sonnet 5.5: faster, fewer tokens, major capability jump

Claude Code 负责人 Boris Cherny 展示 Sonnet 5.5 修复 Claude Code bug,速度提升 30%,用量减少 30%。

Claude Code 团队 Cat Wu 表示,用户完成任务量增加约 30%,因为模型更聪明,同样工作需要更少 token。演示中它用 tool calls 清扫院子树叶,比 Sonnet 5 快 24 秒并少用 6K token。

Anthropic 研究员 Alex Albert 称 Sonnet 5.5 保留了 Opus 5.5 那种清晰写作和极速响应的感觉,是相对 Sonnet 5 的重大能力跃升,非常适合迭代。

Box CEO Aaron Levie 分享早期评测:在复杂企业知识工作评估中整体提升 4 分,完成交付物速度约 2.4 倍,token 少 12%。金融服务业 +18 分、法律 +7、生命科学 +8、公共部门 +7。具体案例包括尽职调查抓住算术错误、拒绝编造租约标准、正确计算样本标准差等。客户很快就能在 Box AI Studio 用 Sonnet 5.5 构建 agent。

Every CEO Dan Shipper 测试后认为写作能力大幅提升(甚至在修订任务上超越 Opus 5.5),速度和成本优于 Opus 5.5,成为团队快速迭代编码和设计的首选。
Claude Code lead Boris Cherny showed Sonnet 5.5 fixing a Claude Code bug while running 30% faster and using 30% fewer tokens.

Claude Code team member Cat Wu reported users complete ~30% more tasks because the model is smarter and needs fewer tokens for the same work. In a demo it raked a yard of leaves via tool calls, finishing 24s faster than Sonnet 5 with 6K fewer tokens.

Anthropic researcher Alex Albert said Sonnet 5.5 retains the clear writing and speed he liked in Opus 5.5, delivering a major capabilities jump over Sonnet 5 and making it excellent for iteration.

Box CEO Aaron Levie shared early-access results on complex enterprise knowledge-work evals: overall +4 points, roughly 2.4× faster to finished deliverables on 12% fewer tokens. Vertical gains included +18 pts in Financial Services, +7 in Legal, +8 in Life Sciences, and +7 in Public Sector. Specific wins: catching miscalculated interest and mispriced options in a deal book, refusing to invent lease benchmarks, correctly computing sample standard deviations, and pulling accurate progress-monitoring figures—all completed far faster. Customers will soon be able to build agents with Sonnet 5.5 in Box AI Studio.

Every CEO Dan Shipper found dramatically improved writing (beating Opus 5.5 on revision tasks), plus speed and cost advantages that make it the preferred model for quick iterative coding and design work.
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OpenAI 重开 Pro $200 订阅并调整用量计算,DevDay 即将到来OpenAI reopens Pro $200 subscriptions with new usage math ahead of DevDay

OpenAI Codex & ChatGPT 负责人 Thibault Sottiaux 宣布,明天将重新向新用户开放 Pro $200 订阅,同时改变用量计算方式,实际效果相当于旧版 Pro 一半的 API 花费。

他解释不会恢复 5 小时限制,保证长期交付更多更高质量工作,并持续把模型效率提升和 API 降价传递给用户。本周 GPT-6 Sol 和 GPT-6 Luna 已降至原先价格的 50%。订阅还将新增不占用用量的功能。他希望在明日大公告前保持透明。

OpenAI CEO Sam Altman 表示对明日 DevDay 非常兴奋:“We have found a new thing.”

Every CEO Dan Shipper 称这是自 2023 年以来参加过的所有 DevDay 中发布最多的一次。
OpenAI Codex & ChatGPT lead Thibault Sottiaux announced that Pro $200 subscriptions reopen to new subscribers tomorrow, with a changed usage calculation that effectively delivers half the dollar in API spend compared with the old Pro plan.

He committed to not reintroducing the 5-hour limit, guaranteeing that users will keep getting more high-quality work done over time as models improve and API prices fall. This week GPT-6 Sol and GPT-6 Luna launched at 50% of their previous price. Additional features that do not draw on usage will also be added. He wanted the change transparent before the big announcements.

OpenAI CEO Sam Altman expressed strong excitement for DevDay: “We have found a new thing.”

Every CEO Dan Shipper noted this is by far the most launches OpenAI has ever had at any DevDay since 2023.
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🛠️ 开发者工具与技巧

Vercel 域名搜索免登录,迁移实测大幅提速Vercel enables unauthenticated domain search; migration shows big speed gains

Vercel CEO Guillermo Rauch 宣布现在可以无需登录搜索 Vercel 域名,对 agent 特别友好。

团队用尽可能少的干预把一个成熟工作负载迁移到 Vercel,证明构建速度快约 70%,绘制速度快约 75%。从迁移中提炼出两个 AI skill 将开源分享,整个过程不到一周完成。
Vercel CEO Guillermo Rauch announced that Vercel domains can now be searched without authentication—especially useful for agents.

His team migrated a mature workload with minimal intervention and measured ~70% faster builds and ~75% faster paints. Two AI skills derived from the migration will be shared back; the entire effort took under a week.
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更高层抽象与复杂 prompt 变得可行Higher-level abstractions and complex prompts become practical

Claude Code 团队 Thariq 指出,过去人们担心项目、claude tag、动态工作流等高层抽象会带来 token 成本,但有了 Sonnet + Opus 5.5,这类智能已经足够可用。他建议在制作工作流时优先尝试 Sonnet 5.5。

他还观察到现在几乎不可能“直接展示 prompt”,因为一切都围绕 references、skills 和 examples。他经常让 agent 先查看自己做过的三个仓库、搜索网络参考、调用其他 AI API。
Claude Code team member Thariq noted that concerns about token cost for higher-level abstractions such as projects, Claude tags and dynamic workflows are fading. With Sonnet + Opus 5.5 this level of intelligence is now practical; he recommends trying Sonnet 5.5 specifically when building workflows.

He also observed it is now basically impossible for someone to simply “show you their prompt” because everything revolves around references, skills and examples. He routinely asks his agent to inspect three prior repos, search the web for references, and call other AI APIs.
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用 Sonnet 5.5 一小时做出可玩的星际争霸关卡Playable StarCraft level built with Sonnet 5.5

Peter Yang 用 Sonnet 5.5 做出了一个可玩的星际争霸关卡:玩家操控人族防守基地对抗虫族,建造陆战队员、攻城坦克和战列巡洋舰。模型来自 Sketchfab,音乐由 Suno 生成,Sonnet 还制作了宣传片。他同步发布了最新 Sonnet 教程。
Peter Yang built a working StarCraft level with Sonnet 5.5. Players control Terran forces defending against Zerg, building Marines, Siege Tanks and Battlecruisers. Models come from Sketchfab, music was generated with Suno, and Sonnet itself produced the sizzle reel. He also shared his latest Sonnet tutorial.
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🌍 其他动态

竞争让所有人受益,先原则比“分发护城河”更重要Competition benefits everyone; first principles beat “distribution is a moat”

Peter Yang 表示,X 上的人一会儿喊“OpenAI 被 Claude 5.5 碾压”,一会儿喊“Anthropic 被 Codex 搞砸了”,他只高兴有两家(很快会更多)在推前沿,所有人都能受益。

FPV Ventures 合伙人 Nikunj Kothari 批评那些强调“分发是护城河所以要融很多钱”的投资者,在现有巨头真正动用分发肌肉时却消失了。他强调必须回到第一性原理:找到不公平优势、做出高留存产品并最好有网络效应、把资本当武器而非命运、最终成为可持续业务。
Peter Yang observed that people on X swing wildly between “OpenAI is getting mogged by Claude 5.5” and “Anthropic is cooked by Codex.” He is simply glad there are two (and soon more) competitors pushing the frontier so everyone benefits.

FPV Ventures partner Nikunj Kothari called out investors who previously insisted “distribution is a moat, so raise a lot of money” yet go silent when incumbents flex their actual distribution muscle. He urged staying first-principles: find unfair advantages, build a great product with high retention and ideally network effects, treat capital as a weapon rather than destiny, and figure out how to become a self-sustaining business.
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Codegen 遇上 WhatsApp 很有道理Codegen meeting WhatsApp makes a ton of sense

Y Combinator 总裁兼 CEO Garry Tan 表示,Codegen 与 WhatsApp 的结合实际上非常合理。
Y Combinator President & CEO Garry Tan remarked that Codegen meeting WhatsApp actually makes a ton of sense.
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