Temporal Blog 11月06日 08:43
Temporal 更新:AI 代理、版本控制和云连接
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本月,Temporal 发布了多项重要更新,包括 Pydantic AI + Temporal 支持,使得构建持久化的 AI 代理更加便捷。新推出的 Task Queue Fairness 功能可提升多租户应用的调度控制。Temporal 的 Kubernetes Worker Controller 处于公测阶段,简化了在 Kubernetes 上部署 worker 并支持版本控制。Namespace tags 功能现已全面可用,方便用户管理 Temporal Cloud 中的命名空间。此外,Temporal Cloud 控制平面现已支持 AWS PrivateLink,允许在私有网络中安全访问,无需连接公网。文章还分享了 Retool 和 OpenPhone 利用 Temporal 构建 AI 代理的成功案例,并预告了即将到来的 Replay '26 大会及一系列线上线下活动。

🚀 **持久化 AI 代理构建新篇章:** Pydantic AI 与 Temporal 的集成,让开发者能够轻松构建持久化、可长时间运行且支持人工干预的 AI 代理。这为需要高可靠性和复杂流程的 AI 应用提供了坚实的基础。

⚙️ **增强调度控制与部署灵活性:** 新推出的 Task Queue Fairness 功能为任务调度提供了更精细的控制,尤其适合多租户环境。同时,Temporal 的 Kubernetes Worker Controller 正式进入公测阶段,极大地简化了在 Kubernetes 集群中部署和管理 worker 的过程,并引入了 worker 版本控制能力。

☁️ **强化云服务与安全性:** Namespace tags 功能的全面可用,使得用户能更有效地组织和管理 Temporal Cloud 中的命名空间。而 Temporal Cloud 控制平面通过 AWS PrivateLink 的支持,进一步提升了安全性,允许用户在私有网络环境中访问 Temporal 服务,无需暴露在公共互联网上。

💡 **真实案例驱动创新:** Retool 和 OpenPhone 分享了他们如何利用 Temporal 构建复杂的 AI 代理和实时语音代理的经验。这些案例突显了 Temporal 在处理长期运行会话、维护对话状态以及提供强大可观察性方面的优势,为其他开发者提供了宝贵的实践参考。

This blog post is a public copy of our monthly newsletter. If you’d like to receive upcoming updates by email, you can subscribe to our newsletter here.

September is here, and that means Replay ‘26 is on the horizon! The CFP is live and we want to hear your stories. In this issue, you’ll also find out how customers are using our product to build durable AI agents, fresh courses like our new one on Worker Versioning to help you learn Temporal, questions from the field (plus the answers from our experts), and more.

For more information on these updates and other things we’ve been working on, just keep reading! And as always, we’d love to hear from you. Feel free to share feedback in our Community Slack, or on X (@temporalio).

Questions from the field#

Recently shipped#

Builder spotlight#

We’re sharing two stories this month about teams building AI agents on Temporal. In both cases, teams needed a platform that could ensure the durability and reliability of their agents.

Retool is building their Agents on Temporal
“Out the gate, with Temporal, we’re able to handle a robust agents platform.” Watch a discussion with Lizzie Alvarado Ford, Product Manager at Retool, and learn about why the team built their new Agents product on Temporal, and how they were able to launch in record time with a small team.

OpenPhone built a real-time voice agent with Temporal
Tris Lahey, Senior Principal Software Engineer at OpenPhone, wrote about building an ambitious voice agent that can understand and respond to callers in natural language. They needed a system that could maintain conversation state, handle long-running sessions, and provide enough observability into every step of the process. Temporal provides all of this out of the box, enabling the team to achieve their vision.

How to Temporal#

Join us live#

Our biggest event of the year returns May 5-7 in San Francisco: Replay ‘26. The first speakers are live, and the Call for Speakers is open. Share your production story with migrations that moved the needle, AI agents that deliver, and platform wins that unlocked your team’s velocity.

In the meantime, connect with our team at upcoming events to see live demos from the crew. We’d love to show you how we’re helping organizations build resilient, scalable applications.

    October 7: SF Tech Week, San Francisco, CA: Join us for a special panel discussion featuring our Sr. Director, Infrastructure & Security, Ryan Cox: “From Prototype to Powerhouse: Scaling Startups in the AI Era” as part of San Francisco Tech Week. October 7: Ruby SDK Webinar: We’ve got a new gem in the toolkit: the Ruby SDK. Save your spot in our next webinar for an introduction to using Temporal with Ruby. October 15-16: LeadDev, New York City, NY: Meet us at our booth to learn how Temporal helps engineering leaders scale teams, streamline complex systems, and drive reliability across critical applications. October 21-22: Open Source in Finance Forum, New York City, NY: Stop by our booth to see how Temporal empowers financial institutions to build durable, compliant workflows, simplify modernization, and reduce operational risk with open source innovation. November 18: Launch and Learn, San Francisco, CA: A full-day, hands-on workshop designed for developers, architects, and technical leaders who want to move beyond prototyping and learn how to build durable, production-ready GenAI applications. Join us as we dive deep into AI development with Temporal - this event is not just about learning, it's about building next-level AI agents!

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Temporal AI Agents Worker Versioning Kubernetes AWS PrivateLink Pydantic AI Durable Execution Cloud Computing
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