Cloudflare AI Blog

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Our latest Agents Week has come to a close. Here’s a recap of all the announcements we made, from Wallets to Radar.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The Agent Access Model proposes a new architecture to secure task-scoped agents using strict identity brokering, continuous mediation, and stateful trust.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：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.

智能體周探討雲基礎設施如何演進以服務自主智能體而非人類瀏覽器。文章提出“智能體雲”的概念，強調需要為智能體從零構建原語，並在人類形態的網絡與智能體形態的網絡之間充當翻譯層。

Cloudflare推出Precursor——一種基於客户端會話的行為驗證系統，通過持續收集用户交互信號來區分人類與自動化流量，彌補傳統驗證方式的盲區，提高檢測精度並減少對合法用户的干擾。

Cloudflare 在第二個內容獨立日推出新的 AI 流量管理選項，允許網站所有者更精細地控制搜索、代理和訓練機器人流量。新功能包括針對不同 AI 用例的獨立管理、基於廣告頁面的默認設置，以及為企業客户提供的 BotBase 機器人數據庫。

AI搜索正在重塑網絡。Cloudflare宣佈兩項計劃：利用網絡信號讓AI搜索更智能，並通過與Ceramic和You.com的合作伙伴關係，根據使用量向創作者付費，旨在重建內容發現和補償的經濟模式。

一年前，Cloudflare宣佈了“內容獨立日”，旨在為內容所有者提供透明度和控制權。一年後，隨着AI代理的崛起和互聯網流量的非人化，傳統的搜索推薦模式正在崩潰，一個付費內容市場已經形成。本報告分享了關鍵數據，並探討了內容所有者與AI公司之間的新經濟關係。

Cloudflare宣佈推出貨幣化網關，允許客户對受Cloudflare保護的任何資產（網頁、數據集、API或MCP工具）收費。付款將通過x402開放協議以穩定幣結算，無需構建自己的支付基礎設施。該網關利用Cloudflare的邊緣網絡處理支付驗證和執行，保護源站免受高支付量影響。

Cloudflare推出了針對AI代理的臨時賬户功能，允許代理無需註冊即可部署Worker，部署持續60分鐘，可隨時認領或自動過期。

本文深入探討了多階段漏洞發現框架和自動化分類循環背後的技術架構。瞭解如何管理狀態控制、通過對抗性審查消除誤報，以及規避LLM上下文限制。

Cloudflare開放Agents SDK基礎能力，供任何Agent框架構建。首個框架Flue基於Pi harness，利用Durable Objects實現持久執行、動態代碼執行和持久化文件系統，使Agent能夠在生產環境中可靠運行。