Cloudflare AI Blog

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Our latest Agents Week has come to a close. Here’s a recap of all the announcements we made, from Wallets to Radar.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Cloudflare is unifying AI Gateway and Workers AI into a single control plane, giving developers observability, billing, and dynamic routing across both managed GPUs and external providers. Learn how unified bindings and model-first routing simplify building resilient AI applications.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Today we're launching a developer preview of WebMCP on Cloudflare. With one switch, any site becomes usable by browser AI agents — no new APIs, no origin changes — while the human stays in control and creators keep their traffic.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：We should be giving all agents tools that excel at what’s important for an AI model. Kitesurf is Cloudflare’s new stateless, highly scalable, and cost-effective web browser that runs entirely on top of Workers and was designed specifically for the Agentic Cloud.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Agents are a new kind of visitor. They don't render CSS or click ads, but they have a paying human on the other end. Block them and you block your customer. We're building the open tools and protocols so publishers and agents can cooperate and not collide.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：More than half of requests now come from machines, not people. Agent Readiness shows how well agents can discover and read your site, while Answer Engine Optimization tracks how often AI assistants recommend you.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The next version of MCP has a rewritten, stateless core that just works on Workers. We cover upgrades to the protocol, the new feature lifecycle and SDK migration path, and hear from early adopters already running it in production.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：AI Search makes search easier than ever, with no Cloudflare primitives to stitch together. Point it at your data to create a search for your own files and websites. We're also sharing a preview of our new pricing model.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：We're honored to announce that Cloudflare is the only vendor that has been recognized as a Visionary in both the 2026 Gartner® Magic Quadrant™ for SASE Platforms and the 2026 Gartner® Magic Quadrant™ for Security Service Edge reports.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The Agent Access Model proposes a new architecture to secure task-scoped agents using strict identity brokering, continuous mediation, and stateful trust.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Identity-aware AI Gateway is now in open beta. User Insights turns that traffic into a behavioral baseline for every person and agent, and flags insider risk the moment it appears.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：We built Cloudflare OS to equip our teams to safely rethink how they get work done with AI. The platform brings together the best of our technologies, from our Compute primitives to our Zero Trust suite. This post walks through our journey to give our users the best AI tools available.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Cloudflare OS is an open-source platform that lets everyone in your company build apps, automate work, and safely access internal systems, shaped around what your organization knows and how it operates

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：By replacing manual issue verification with isolated AI subagents running in GitHub Actions, the Astro maintainers reduced open issue count by 85%. This post explores the architecture behind automated bug reproduction, patch verification, and preview releases.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Cloudflare Agents brings all of your deployed agent sessions into a single experience, surfacing key information and insights into how your agents perform at scale.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：We created the Cloudflare Codex, a governed body of engineering standards that AI agents consume across the development lifecycle. By pairing structured RFCs with agentic reviews, teams automatically enforce consistency across code, specs, and incident reports.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Learn how to build customizable, sandboxed CI/CD pipelines natively on Cloudflare using Workflows, Artifacts, and the CI SDK. We walk through replacing complex YAML configurations with TypeScript workflow steps and self-healing AI agents.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Cloudflare Wallets will provide AI agents with native payments and verifiable identity on the web. Using the x402 protocol, agents can autonomously purchase APIs and content within clear safety guardrails.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Agents can write code faster than teams can review, deploy, and maintain it. Today we’re introducing the Agent Development Lifecycle and the Cloudflare primitives that underpin it.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Agents need more than just a container to scale. We're introducing @cloudflare/computer, an agent runtime that dynamically orchestrates between fast, efficient isolates and full Linux containers to give every agent a computer of its own.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Serving frontier models like Kimi and GLM means fighting for GPU memory. Here's how we quantize KV caches, compress model weights, and add integrity checks to serve them faster, cheaper, and safely.

智能体周探讨云基础设施如何演进以服务自主智能体而非人类浏览器。文章提出“智能体云”的概念，强调需要为智能体从零构建原语，并在人类形态的网络与智能体形态的网络之间充当翻译层。

Cloudflare推出Precursor——一种基于客户端会话的行为验证系统，通过持续收集用户交互信号来区分人类与自动化流量，弥补传统验证方式的盲区，提高检测精度并减少对合法用户的干扰。

Cloudflare 在第二个内容独立日推出新的 AI 流量管理选项，允许网站所有者更精细地控制搜索、代理和训练机器人流量。新功能包括针对不同 AI 用例的独立管理、基于广告页面的默认设置，以及为企业客户提供的 BotBase 机器人数据库。

AI搜索正在重塑网络。Cloudflare宣布两项计划：利用网络信号让AI搜索更智能，并通过与Ceramic和You.com的合作伙伴关系，根据使用量向创作者付费，旨在重建内容发现和补偿的经济模式。

一年前，Cloudflare宣布了“内容独立日”，旨在为内容所有者提供透明度和控制权。一年后，随着AI代理的崛起和互联网流量的非人化，传统的搜索推荐模式正在崩溃，一个付费内容市场已经形成。本报告分享了关键数据，并探讨了内容所有者与AI公司之间的新经济关系。

Cloudflare宣布推出货币化网关，允许客户对受Cloudflare保护的任何资产（网页、数据集、API或MCP工具）收费。付款将通过x402开放协议以稳定币结算，无需构建自己的支付基础设施。该网关利用Cloudflare的边缘网络处理支付验证和执行，保护源站免受高支付量影响。

Cloudflare推出了针对AI代理的临时账户功能，允许代理无需注册即可部署Worker，部署持续60分钟，可随时认领或自动过期。

本文深入探讨了多阶段漏洞发现框架和自动化分类循环背后的技术架构。了解如何管理状态控制、通过对抗性审查消除误报，以及规避LLM上下文限制。

Cloudflare开放Agents SDK基础能力，供任何Agent框架构建。首个框架Flue基于Pi harness，利用Durable Objects实现持久执行、动态代码执行和持久化文件系统，使Agent能够在生产环境中可靠运行。