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2026-06-22 11 builders · 27 tweets · 1 podcasts · 0 blogs

🔥 热点话题 (Hot Topics)

Logan Kilpatrick 谈 Agentic AI 与 Antigravity 代理框架Logan Kilpatrick on Agentic AI and Antigravity Agent Harness

Google DeepMind 的 Logan Kilpatrick 强调我们正进入 AgenTik Gemini 时代。Antigravity 代理框架已成为 Google 产品的核心连接线,将产品从单纯的 Gemini API 驱动转向代理原生能力,支持编码、搜索和消费者应用等场景。模型正在“吃掉”脚手架,代理框架将逐步被原生集成。

他指出编码代理是目前最成熟的应用,但长时程代理正在快速进步。Omni 模型展示了世界模型的潜力,通过单一模型处理视频编辑等生成媒体任务,保留创作者的真实性而非生成 AI 头像。Google 优先最大化用户成果而非眼球时间,这在代理时代尤为重要。

引用:“Success for Google probably doesn't look like maximizing eyeball time in front of our products. It's like maximizing outcome for customers.”
Google DeepMind's Logan Kilpatrick highlights that we are entering the AgenTik Gemini era. The Antigravity agent harness has become the unifying throughline for Google products, shifting from Gemini API-driven to agent-native capabilities across coding, search, and consumer apps. Models are eating the scaffolding, with agent harnesses increasingly integrated natively.

Coding agents are the most mature use case today, but long-horizon agents are advancing quickly. Omni demonstrates world model potential as a single model handling video editing and generative media, preserving creator authenticity rather than AI avatars. Google prioritizes maximizing customer outcomes over screen time, crucial in the agent era.

Quote: "Success for Google probably doesn't look like maximizing eyeball time in front of our products. It's like maximizing outcome for customers."
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Aaron Levie 论代理与企业软件Aaron Levie on Agents and Enterprise Software

Box CEO Aaron Levie 指出代理将比人类多 100 倍使用软件,这需要强大的护栏、权威数据源和审计功能。代理驱动的无头交互将大幅提升 CRM、文档和分析数据的价值。Sakana 的 Fugu 模型通过混合专家路由展示了创新的 AI 架构。

垂直领域专家创业公司仍有巨大机会,因为大公司难以专注,而初创公司可以通过专注和代理加速超越。
Box CEO Aaron Levie notes that agents will use software 100X more than people, requiring strong guardrails, authoritative sources of truth, and auditing. Headless agent interactions will dramatically increase value in CRM, documents, and analytics data. Sakana's Fugu model showcases innovative AI architecture via mixture-of-experts routing.

Vertical domain expert startups still have massive opportunity as big companies struggle with focus, while startups can accelerate past them with focus and agents.
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Guillermo Rauch 谈编码代理与性能优化Guillermo Rauch on Coding Agents and Performance

Vercel CEO Guillermo Rauch 警告编码代理会放大 IKEA 效应,用户会过度依恋它们生成的代码。Vercel 团队对性能进行了深度优化,包括绘画、布局、WebGPU shaders 等,每帧都经过审查,并将经验分享到文档中。

父亲节感悟:感谢父亲买了“思维的自行车”。
Vercel CEO Guillermo Rauch warns that coding agents will squeeze every ounce of the IKEA effect if you let them. His team deeply optimized performance across painting, layout, WebGPU shaders, scrutinizing every frame, with lessons shared in docs.

Father's Day reflection: thankful to dad for buying the 'bicycle of the mind'.
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🛠️ 开发者工具与技巧

Swyx 推荐保险与工具Swyx on Insurance and Tools

Swyx 分享为 New Media Lab 寻找保险的经历,高度推荐 Corgi 保险,其 NPS 极高并在绿色领域占据主导份额。
Swyx shares experience shopping insurance for New Media Lab, highly recommending Corgi for its insane NPS and near 100% greenfield market share in the space.
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Thibault Sottiaux 征求 Codex 反馈Thibault Sottiaux Seeks Codex Feedback

OpenAI 的 Thibault Sottiaux 询问 Codex 应用中需要改进的地方,以及用户如何看待使用重置额度(囤积还是积极消耗)。
OpenAI's Thibault Sottiaux asks what to improve in the Codex app and how users think about banking usage resets (hoarding vs. spending freely).
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Ryo Lu 的 ryOS Books 应用Ryo Lu's ryOS Books App

Cursor 设计师 Ryo Lu 在 ryOS 中构建了 Books 应用,支持 epub、进度同步,并优化了动画和纹理。从 Cursor mobile 开始开发。
Cursor designer Ryo Lu built Books in ryOS supporting any epub with ryOS account sync, hand-tuning animations and textures. Started in Cursor mobile.
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Peter Yang 分享 HTML 视频代理Peter Yang on HTML for Agentic Video

Peter Yang 解释为什么 HTML 是代理视频制作的基础:LLM 原生语言,可表达视觉美学。推荐 Ferryman 跨平台发帖工具。
Peter Yang explains why HTML became foundation for agentic video: LLM's native language expressing visual aesthetics. Recommends Ferryman for cross-posting.
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Zara Zhang 防止 AI slop 规则Zara Zhang's Rule Against AI Slop

Zara Zhang 分享防止 AI slop 的经验法则:输入上下文长度应远超输出(通常 3-5 倍),否则易产生低质内容。
Zara Zhang shares rule of thumb to prevent AI slop: input context should be significantly longer than output (often 3-5x). Short inputs lead to poor results.
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Garry Tan 谈个人脑与 AGIGarry Tan on Personal Brain and AGI

Y Combinator CEO Garry Tan 强调在 AGI 时代,收集个人和公司上下文至关重要。他开源了 GBrain。
YC CEO Garry Tan emphasizes collecting personal and company context is key at the dawn of usable AGI. He open sourced GBrain.
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Nan Yu 论质量与默认行为Nan Yu on Quality and Defaults

Linear 产品负责人 Nan Yu 引用“Quality is irrational”,强调对质量的非理性承诺,并讨论默认行为在产品中的重要性。
Linear Head of Product Nan Yu quotes “Quality is irrational” and stresses irrational commitment to quality over frameworks. Discusses default behaviors.
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🌍 其他动态

Peter Steinberger 谈 OpenClaw 与多模型路由Peter Steinberger on OpenClaw and Multi-Model Routing

OpenClaw 的 Peter Steinberger 分享项目进展: hype 消退后专注质量和团队建设,成为非营利组织。多模型路由效果有待观察。
OpenClaw's Peter Steinberger shares updates: hype died down, focus on quality and team as non-profit. Skeptical of multi-model routing.
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Nikunj Kothari 的创始人互动Nikunj Kothari on Founder Interactions

FPV Ventures 合伙人 Nikunj Kothari 分享每周与 X 上项目互动的流程,以及回复 DM 的挑战。
FPV Ventures partner Nikunj Kothari shares weekly flow of engaging with interesting X projects and challenges in responding to all DMs.
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