Vercel 解析三種 AI 機器人流量及其應對策略★ 75
Vercel Changelog349 days agoTutorialAs generative AI becomes increasingly widespread, website administrators and developers are confronting an entirely new category of traffic: AI bots. In a…
Vercel AI Gateway 現已支援 Claude Sonnet 4 的 100 萬 Token 超大上下文視窗★ 75
Vercel Changelog350 days agoReleaseVercel announced in its official Changelog that Vercel AI Gateway now officially supports the 1 million (1M) token extra-large context window of Anthropic's…
TextQuests：LLM 在文字冒險遊戲中的表現究竟如何？Hugging Face 推出全新評估基準★ 75
Hugging Face Blog351 days agoReleaseHugging Face has recently introduced a new benchmark called "TextQuests," designed to evaluate the performance of large language models (LLMs) in text-based…
Replicate 推出遠端 MCP 伺服器：可在 Claude、Cursor 與 VS Code 中直接探索與運行模型★ 75
Replicate Blog353 days agoNew ToolReplicate has officially launched a remote MCP (Model Context Protocol) server. MCP is an open standard created by Anthropic that enables large language models…
Vercel MCP 正式支援 Cursor：可直接在編輯器中管理 Vercel 專案與部署★ 78
Vercel Changelog353 days agoReleaseVercel has released an update announcing that its Model Context Protocol (MCP) service now officially supports Cursor, the popular AI-powered code editor. This…
Vercel 推出 Vercel MCP：將 Vercel 完美連接至你的 AI 開發工具★ 85
Vercel Changelog356 days agoReleaseVercel has officially launched the Vercel MCP (Model Context Protocol) server, a new feature designed to deeply integrate Vercel's cloud ecosystem with modern…
Vercel AI Gateway 現已支援 Claude 4.1 Opus 模型★ 75
Vercel Changelog357 days agoReleaseVercel has announced in its Changelog that the Vercel AI Gateway, designed for developers, now officially supports Anthropic's latest flagship model, Claude…
Vercel MCP 正式開啟公開測試：讓 AI 助手直接管理與部署你的 Vercel 專案★ 82
Vercel Changelog358 days agoReleaseVercel recently announced that its **Vercel MCP (Model Context Protocol) server, designed specifically for AI agents, has officially entered Public Beta**…
在 Vercel 上部署：迎來新一代 AI 輔助軟體開發浪潮
Vercel Changelog361 days agoCommentaryAgainst the backdrop of rapid AI adoption, the definition of software and the development process are undergoing fundamental transformation. Through the theme…
Vercel 推出 AI SDK 5：全面升級的 Agentic 工作流與多模態支援★ 85
Vercel Changelog362 days agoReleaseVercel has officially launched AI SDK 5, a major milestone for the open-source AI development toolkit built for web developers. As AI applications evolve from…
用 Python 實作 MCP 伺服器：結合 Gradio 打造 AI 虛擬試穿購物助手★ 75
Hugging Face Blog363 days agoTutorialAs the Model Context Protocol (MCP) proposed by Anthropic gradually becomes the open standard for connecting large language models (LLMs) with external tools…
Model Context Protocol (MCP) 詳解：常見問答集 (FAQ)★ 85
Vercel Changelog368 days agoTutorialAs AI applications become more widespread, how to allow large language models (LLMs) to securely and efficiently access enterprise internal data or external…
Vercel 支援將官方文件一鍵匯入 AI 助手（如 ChatGPT、Claude 與 v0）
Vercel Changelog375 days agoReleaseVercel recently announced a practical developer experience (DX) update in its Changelog: developers can now "send with one click" any Vercel official…
透過 MCP 搜尋百萬個 GitHub 儲存庫：Vercel 推出全新 AI 協定工具★ 80
Vercel Changelog376 days agoNew ToolVercel has announced a major update to its AI development tooling, launching a new service based on the Model Context Protocol (MCP) that allows developers to…
Gradio MCP 伺服器迎來五大重大改進：讓 AI 代理更輕鬆調用 Gradio 應用★ 80
Hugging Face Blog377 days agoReleaseThe Model Context Protocol (MCP) is an open standard introduced by Anthropic, designed to allow AI assistants (such as Claude) to interact securely and…
回到未來：Hugging Face 推出 FutureBench 評估 AI Agent 的未來事件預測能力★ 75
Hugging Face Blog377 days agoRelease### What is FutureBench? As large language models (LLMs) and AI agents have rapidly advanced, traditional static benchmarks (such as MMLU and GSM8K) face a…
Vercel MCP Adapter 新增 OAuth 支援，提升 AI 代理的安全授權能力★ 75
Vercel Changelog378 days agoReleaseVercel's official Changelog has announced that its MCP (Model Context Protocol) Adapter now officially supports OAuth. MCP is an open standard introduced by…
Vercel 推出「AI Cloud」：專為 AI 工作負載打造的統一平台★ 85
Vercel Changelog383 days agoReleaseVercel has officially launched "AI Cloud," a unified platform designed specifically for AI workloads. This marks a major transformation for Vercel from a…
ScreenEnv：部署你的全端桌面 AI 代理（Desktop Agent）環境★ 82
Hugging Face Blog384 days agoNew ToolWith the rise of Anthropic's Claude 3.5 Sonnet "Computer Use" and various GUI-oriented multimodal models, "desktop agents" have become one of the hottest areas…
Hugging Face 推出官方 MCP 伺服器：讓 AI 助理直接存取 Hub 模型與資料集★ 82
Hugging Face Blog384 days agoNew ToolHugging Face has officially announced the launch of its dedicated MCP (Model Context Protocol) server — a major step in ecosystem integration. The Model…
用 Gradio MCP 伺服器為你的大型語言模型（LLM）升級技能★ 82
Hugging Face Blog385 days agoReleaseWith Anthropic's introduction of the Model Context Protocol (MCP) open standard, the way AI agents connect to external tools and data sources has become…
Vercel Ship 2025 重點回顧：打造 AI 優先的 Web 開發與部署生態系★ 85
Vercel Changelog397 days agoReleaseVercel's annual event, Vercel Ship 2025, has concluded. The conference centered on "AI-first development experience" and "extreme frontend performance,"…
Vercel AI Gateway 正式進入 Beta 測試階段：為開發者提供統一的 AI API 管理與優化工具★ 75
Vercel Changelog398 days agoNew ToolVercel has officially announced that its "AI Gateway," designed for AI developers, has entered the Beta testing phase. With the explosion of generative AI…
立即上手 AI：實用快速指南 (Ethan Mollick 著)★ 85
One Useful Thing (Mollick)400 days agoTutorialUniversity of Pennsylvania Wharton School professor Ethan Mollick recently published an extremely practical AI quick guide, "Using AI Right Now: A Quick…
在 Vercel 上構建高效的 MCP 伺服器★ 75
Vercel Changelog411 days agoTutorialAs the "Model Context Protocol" (MCP) proposed by Anthropic gradually becomes an open standard for connecting AI tools to external data sources, how to…
Vercel 如何針對 LLM 與 AI 搜尋調整 SEO 策略★ 78
Vercel Changelog413 days agoOpinionAs generative AI search engines (such as ChatGPT Search, Perplexity, and Google AI Overviews) gradually reshape how users search for information, traditional…
Vercel 宣布：使用 Claude Code 與 Cursor Agent 不再需要購買團隊席位 (Team Seat)★ 70
Vercel Changelog417 days agoReleaseVercel published an important update on June 6, 2025, announcing a major policy change regarding support for AI coding agent tools on its platform…
Vercel 實用主義至上：拒絕花拳繡腿的 AI Agent 開發指南★ 80
Vercel Changelog419 days agoOpinionIn the current wave of AI development, AI Agents are undoubtedly one of the hottest topics. However, Vercel points out that many developers fall into the trap…
在 Python 中打造微型 Agent：用約 70 行程式碼實現 MCP 驅動的智慧代理★ 80
Hugging Face Blog432 days agoTutorialHugging Face recently published a highly practical technical tutorial demonstrating how to build a fully functional miniature AI agent in just around 70 lines…
Vapi 如何在 Vercel 上構建其 MCP 伺服器★ 75
Vercel Changelog433 days agoTutorialAs MCP (Model Context Protocol), proposed by Anthropic, rapidly becomes an open standard for connecting AI models to external tools, the question of how to…