Agent 雷达 · 09-18
🔥 重点（1 条）
* OpenAI 发布 ChatGPT 广告新功能 Sponsored Agents，允许用户与广告中赞助的 AI 代理开始对话。这一功能旨在提升广告互动性，使用户能够通过 AI 代理获取更个性化的产品或服务信息，从而提高广告效果。对于用户而言，这意味着可以更轻松地了解产品或服务的适用性；对于企业而言，则提供了一个通过个性化对话探索产品或服务的机遇。目前，Sponsored Agents 正在美国的选定广告商中进行测试。这一功能体现了 OpenAI 在 AI 广告领域的创新，也反映了 AI 技术在提升广告体验方面的潜力。
⚡ 异动
| 项目 | 变化 | 一句话解读 |
|---|---|---|
| OpenAI Agents SDK [openai/openai-agents-python] | release:v0.22.3 | 发布新版本，修复了多个核心问题，包括条件批准与验证工具参数的匹配、服务器管理的会话中的工具未找到输出、Windows 主机上的命令路径 POSIX 匹配等。 |
| Cloudflare Agents [cloudflare/agents] | release:agents@0.24.0 | 发布新版本，引入了 WebSocket 支持和 Cap'n Web 传输，允许 Durable Object 与 Agent 协议进行通信。 |
| Vercel AI SDK [vercel/ai] | release:ai@7.0.106 | 发布新版本，修复了多个问题，包括保留提供程序元数据、报告模型步骤、防止 UI 消息流提前停止时的未处理拒绝等。 |
🆕 新面孔
* AgentVerse-OS ⭐798｜个人云操作系统，为开发者和他们的 AI 代理提供单一服务器，支持在浏览器中访问桌面、工作区、技能库等，具有浏览器设置、工作区、技能库、功能等亮点。
💰 商业参考：无｜启动门槛：需全职投入
🔗 链接
* youngyangyang04/llm-master ⭐756｜大模型（LLM）全栈学习路线与中文教程，覆盖 Prompt Engineering、RAG、AI Agent、MCP、微调、模型部署、Transformer、AI 编程与大厂面试等，适合 LLM 学习者。
💰 商业参考：无｜启动门槛：业余可做
🔗 链接
* mcncarl/jianying-headless ⭐740｜私有源预览：原生 Jianying 草稿、隔离编辑/导出、独立 Agent 技能。适合需要私有化 Jianying 服务的用户。
💰 商业参考：无｜启动门槛：需全职投入
🔗 链接
💡 切入点
* 利用 AI 代理技术提升广告互动性，为用户提供个性化服务。
* 开发个人云操作系统，为开发者和 AI 代理提供一体化平台。
== 重点事件深挖（原文节选+HN热评）==
深挖·[HN热帖 221分] Show HN: Share your AI Setup, Learn from others
链接：https://mysetup.ai/
正文节选：Skip to content
What’s the craic with your AI setup?What’s the craic with your AI setup?
I haven’t got my AI setup figured out either. Let’s compare.
Explore setups ↓Share your setup →
A community of builders
Discover how people work with AI, and follow what changes. See what they’re trying, what they’ve moved on from, and what might work for you.
[WS
Wes Sander
@ucsandman
Solo founder running a Fable-led Claude Code harness with guard hooks, model routing, Codex as executor, and a governance layer for unattended runs.
106 views↗](/u/ucsandman)[DI
Dru Ibarra
@druwerd
Backend engineer on a multi-service platform. Claude Code does ticket-to-draft-PR work through personal skills, with guardrail hooks, parallel subagents and my own runtime checks before merge.
86 views↗](/u/druwerd)[RM
Ryan Mazzolini
@rmazzolini
Pi with ChatGPT and Claude subscriptions, and custom skills and extensions for deliberate, reviewable coding work.
47 views↗](/u/rmazzolini)
Explore the community →Share your setup →
Whose AI setup would you like to see?
Add their @mentions in X.
Ask them on X ↗ (opens in a new tab)
What have they figured out that I haven’t?
I kept seeing other engineers, makers and builders post onTwitter X. Often getting snippets of their setups, and it left me wondering: What have they figured out that I haven’t? What tools are they using? Why did they switch to that agent harness? What skills are they using? And now graph engineering? What the **** is that?
I’m finding it a little overwhelming.
I wanted a dedicated space to see the tools, workflows and systems behind how others build. And somewhere to keep my own setup up to date and easy to share with my friends and colleagues.
That’s why I built this. A community to share how we're working with AI, learn from others, and feel a little more comfortable knowing we don't all have it figured out.
Realistically, It'll be my agent that keeps my setup current and maybe this ends up as a community of one - me, but I hope you’ll take something useful away frommy setup and I'd appreciate if you could share yours. Thank you!
SteveyShare your setup →
HN 热评：This is a wonderful idea - didn't know I was looking for this until I started browsing. I found it helpful with surfacing that which I didn't-know-I-didn't-know. Thank you for putting this together! | I was immediately hoping for some local-AI setups that do real work, on limited resources. Unfortunately it looks like this is still waiting on more people to share. | This feels self-selective to how some people work, because it requires using MCP to contribute. I'm a reasonably heavy AI user, and have some custom skills/MCP servers I'd share, but there is no way in hell I'm connecting to some arbitrary MCP server and connecting my Github account to it. Noppppeeeee.
深挖·[HN热帖 156分] OpenAI expands ChatGPT ads with Sponsored Agents
链接：https://openai.com/index/reimagining-advertising-with-ai/
正文节选：September 16, 2026
Reimagining advertising with AI
Introducing new AI-powered experiences for ChatGPT Ads.
Today, we’re introducing new AI-powered experiences to make ads more useful for people and advertising easier for businesses.
We’re testing Sponsored Agents, which let people start a conversation with a business-sponsored agent after clicking an ad in ChatGPT. We are making it easier to create ads by simply writing a few prompts in ChatGPT Work. At the same time, we are making Ads Manager more powerful with new AI creative tools. Finally, new integrations with HubSpot, our first CRM partner, and Shopify, our first ecommerce partner, are bringing ChatGPT Ads into the tools businesses already use.
Throughout this work, our ads principles remain unchanged, and protecting the trust people place in ChatGPT remains our North Star.
Together, these updates represent the next step in building our AI-based advertising platform.
Being part of the AI conversation
Ads in ChatGPT help people find what they’re looking for or discover something they hadn’t considered. But seeing an interesting product or service is often just the beginning. A shopper might be curious about a dining table they see in an ad but have questions about whether it fits their space, how many people it seats, or how to care for its finish.
Sponsored Agents give users the option to go deeper. After seeing a relevant ad, a user can choose to start a clearly labeled conversation with a business-sponsored agent in ChatGPT. The user can explain what matters to them, ask follow-up questions, and follow a link to the business’s website when they’re ready to take the next step.
For users, this can make it easier to understand whether a product or service is the right fit. For businesses, it’s an opportunity to help interested customers explore their offerings through a personalized conversation. The conversation with a Sponsored Agent is distinct from ChatGPT’s independent answers and separate from the original conversation that the user started in ChatGPT.
Sponsored Agents are now being tested with select advertisers in the United States.
Putting AI to work for marketers
AI also opens new possibilities for how the work of advertising gets done. Many of the tasks involved in building and managing campaigns, from translating a brief into an ad to analyzing performance, can take significant time. Today, we’re rolling out new tools that make it easier for advertisers to use AI for ads management. Advertisers can now use simple, natural-language prompts to create, update, and analyze campaigns directly in ChatGPT with the Ads Manager plugin. They can turn a website or brief into a campaign, understand performance, and get recommendations on what to do next.
We’re also rolling out AI assistance directly into Ads Manager to help advertisers create ads. When drafting an ad, advertisers can now receive suggested copy and imagery based on their landing page and campaign objective. Advertisers remain in control: they can review and edit suggestions before choosing whether to add them to a campaign.
We’re also launching the ability to opt into AI-powered text customization. If enabled, it adapts an advertiser’s existing headlines and descriptions to better fit the context of a conversation and automatically translates ad copy to a user’s preferred language.
Bringing new AI possibilities to existing marketing tools
Adopting a new advertising channel shouldn’t require businesses to rebuild the way they work. That’s why we’re integrating ChatGPT Ads into HubSpot and Shopify as our first CRM and ecommerce partner.
Starting today, businesses managing their customers in HubSpot can connect a ChatGPT Ad in their account. The ad appears in the user's ChatGPT session, and the Sponsored Agent is ready to chat. The user can ask questions about the product or service, and the agent can provide detailed information, answer follow-up questions, and even guide the user to the product page on the business’s website.
For businesses, this means they can now use ChatGPT Ads within the tools they already use for customer management and e-commerce, making it easier to engage with customers who are already familiar with their platform.
What’s next for ChatGPT Ads?
We’re continuing to experiment with Sponsored Agents and will share more updates as we learn what works best for users and businesses. We’re also exploring how to make it even easier for businesses to create and manage ads using AI, including new tools for ad creation and performance analysis.
We’re excited to see how AI can help businesses create more engaging and useful ads, and how ChatGPT Ads can continue to evolve to meet the needs of both users and advertisers.
Learn more
HN 热评："Nuke the entire site from orbit ... it's the only way to be sure." | None of this would be necessary if they thought they were actually anywhere near AGI...hmm. | This sounds awful. AI Chatbots will be everywhere Shopify is. I just see a lot of popups in our future with fake names and faces pretending to be people asking us how they can help us.
深挖·[HN热帖 148分] ZCode, the GLM coding agent, silently uploads your Git history
链接：https://tokenstead.ai/guides/zcode-silent-git-history-upload
正文节选：Guides
ZCode uploads your entire git history, and only Z.ai holds the key
Published Sep 18, 2026
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🤖 本文由「Agent 雷达」自动化情报系统每日生成 · 数据源：GitHub / Hacker News / TechCrunch / VentureBeat / arXiv