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Web development
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Impeccable:把 AI 前端设计要求变成可检查的工作流
Impeccable 把 PRODUCT.md、DESIGN.md、61 条确定性规则和浏览器组件 Review 组合成 AI Coding 的前端设计验收流程。
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EmDash 1.0 separates plugin catalogs from publishing
EmDash 1.0 separates author identity, signed releases, plugin discovery, and runtime permissions. Installers verify records independently.
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Cloudflare data puts agent traffic on the website budget
Cloudflare and Fastly network data reveal repeated crawling, origin costs, access-policy questions, and the returns websites get from machine traffic.
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Microsoft connects AI-built tools to app delivery
After Copilot Code builds an internal tool, Managed Runtime handles Git, dev environments, Entra ID, connectors, previews, deployment, and governance.
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Microsoft 把 AI 内部工具的发布链也接上了
Copilot Code 生成内部工具后,Managed Runtime 接管 Git、受控开发环境、Entra ID、连接器、预览、部署和企业治理。
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Deploying agent backends with Python Workers GA
Python Workers GA supports web frameworks and agent libraries. WebAssembly package compatibility remains the main migration boundary.
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Cloudflare Python Workers GA 后,Agent 后端怎么部署
Python Workers 已进入 GA,FastAPI、Django、Flask 以及 openai、langchain、mcp 可以直接运行在 Workers。真正的迁移边界仍是 WebAssembly 包兼容性。
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json-render constrains UI with a component catalog
Vercel Labs json-render defines components, actions, and data bindings before generating schema-constrained JSON that can be checked and replayed.
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json-render:先锁组件目录,再让 AI 生成界面
Vercel Labs 的 json-render 先定义组件、动作和数据绑定目录,再让模型生成符合 schema 的 JSON。生成式 UI 的边界因此可以验证、记录和回放。
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Connecting an agent loop to a frontend with events
Follow tool execution and repeated model calls, separate streamed deltas from final messages, and explore frontend state with a model-free Python demo.
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HyperFrames makes video a buildable HTML project
How HyperFrames gives agent-generated video an inspectable workflow of HTML, animation, assets, lint, preview, and rendering.
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HyperFrames:把视频做成可构建的 HTML 工程
介绍 HyperFrames 如何把 Agent 生成视频拆成 HTML、动画、素材、lint、preview 和 render 可检查流程,让视频生产进入工程循环。
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Building a Full-Stack YouTube Clone with Next.js 15
A repository-backed walkthrough of NewTube: Next.js 15 structure, tRPC and Drizzle data flow, Mux video pipeline, auth, creator tools, and deployment tradeoffs.
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