Last updated: 2025/08/23 11:01
Enhance Geospatial Analysis and GIS Workflows with Amazon Bedrock Capabilities
Applying emerging technologies to the geospatial domain offers a unique opportunity to create transformative user experiences and intuitive workstreams for users and organizations to deliver on their missions and responsibilities. In this post, we explore how you can integrate existing systems with Amazon Bedrock to create new workflows to unlock efficiencies insights. This integration can benefit technical, nontechnical, and leadership roles alike.
Quick Dark Mode Toggles
All the browsers DevTools have a way of emulating color modes. The are essentially faking the system preference at the application level. Here's where those controls are located and another nice tool.
AI-powered prototyping with design systems
Why AI-native design systems unlock true brand-ready, production-aligned prototyping for teams using v0
Deploy xmcp servers with zero-configuration
xmcp, a framework for building and shipping MCP applications with TypeScript, can now be deployed to Vercel with zero-configuration.
New in ESLint v9.34.0: Multithread Linting
A pluggable and configurable linter tool for identifying and reporting on patterns in JavaScript. Maintain your code quality with ease.
ESLint v9.34.0 released
A pluggable and configurable linter tool for identifying and reporting on patterns in JavaScript. Maintain your code quality with ease.
Announcing Oxlint Type-Aware Linting
Oxlint with type-aware linting is now available and supports 40 long-awaited rules including no-floating-promises. Oxlint uses tsgolint, which @auvred initially prototyped as typescript-eslint/tsgolint and generously offered to continue its development under the Oxc organization.
You really don’t have to put your CSS custom properties in :root {}
I feel like most usage of global CSS custom property use has the author putting them into a :root selector like: This is just a PSA that you… don’t have to. It’s not required. It has nothing to do with custom properties. It’s just a selector. It happens to select the html element on a […]
Rolling the Dice with CSS random()
Random functions in programming languages are amazing.
From massive models to mobile magic: The tech behind YouTube real-time generative AI effects
この記事では、YouTubeがモバイルデバイス上でリアルタイムの生成AIエフェクトを提供するための技術について詳述しています。大規模な生成モデルの能力を小型化し、特定のタスクに特化したモデルを作成することで、計算制限を克服しつつユーザーのアイデンティティを保つ方法を説明しています。具体的には、データのキュレーション、トレーニング、デバイス上のセットアップを含むパイプラインを構築し、20以上のリアルタイムエフェクトをYouTube Shortsのクリエイター向けに展開しました。高品質なデータセットを使用し、知識蒸留の手法を用いて、教師モデルから学生モデルへと効率的に学習させるプロセスを採用しています。最終的に、モバイルデバイスで動作する小型で高速なモデルを設計し、リアルタイムでの映像変換を実現しています。 • YouTubeはモバイルデバイスでリアルタイムの生成AIエフェクトを提供する技術を開発した。 • 大規模モデルの能力を小型化し、特定のタスクに特化したモデルを作成することで計算制限を克服した。 • 高品質なデータセットを使用し、性別、年齢、肌色の多様性を考慮したデータを構築した。 • 知識蒸留を用いて、教師モデルから学生モデルへと効率的に学習させる手法を採用した。 • モバイルデバイス向けに設計された小型で高速なUNetベースのモデルを使用している。
AI Gateway: Production-ready reliability for your AI apps
AI Gateway, now generally available, ensures availability when a provider fails, avoiding low rate limits and providing consistent reliability for AI workloads.
AI Gateway is now generally available
AI Gateway is now generally available, providing a single interface to access hundreds of AI models with transparent pricing and built-in observability.
Introducing Streamdown: Open source Markdown for AI streaming
Streamdown is a new open source, drop-in Markdown renderer built for AI streaming. It powers the AI Elements Response component, but can also be used standalone.
AI Mode in Search gets new agentic features and expands globally
AI Mode in Google Search is expanding to more regions and adding more features.
Scaling domain expertise in complex, regulated domains
Blue J scaled its AI-powered tax research system to three countries and more than 3,000 firms thanks to focus, domain depth, and the right OpenAI model.
Scoped Releases: New version, pack, and publish commands
Release subsets of your monorepo with the new version, pack, and publish commands using powerful selectors and a publish directory.
Release Notes for Safari Technology Preview 226
Safari Technology Preview Release 226 is now available for download for macOS Tahoe and macOS Sequoia.
Next-generation module mocking in Storybook
Automatic, fast, powerful mocking for your stories
‘It’s going to be a big deal’: The NFL and Microsoft expand their partnership and introduce sideline technology using AI innovation
The NFL and Microsoft announced a multi-year strategic partnership extension to help usher in a new era of AI innovation throughout the league.
Edit images in Google Photos by simply asking
You can now ask Google Photos to make edits to your images, using your voice or text.
Obsessing Over Smooth radial-gradient() Disc Edges
An underdog media query, resolution queries, comes to the rescue here in defining radial gradients that don't blur or get the jaggies.
Stephen Curry is bringing his elite athlete insights to Google products
Learn more about Google’s partnership with NBA player Stephen Curry.
<script type="text/llms.txt">
llms.txt is an emerging standard for making content such as docs available for direct consumption by AIs. We’re proposing a convention to include such content directly in HTML responses.
What is popover=hint?
If you know a bit about the popover API in HTML, you might know it’s basically 1) click a button 2) toggle visibility of another element. Una has a great article explaining that there is a bit more to it. First, there are actually three kinds of popovers. There is the normal kind, which close […]
How SoftBank is restoring Japan's white-collar productivity using Mastra
SoftBank's Satto Workspace platform, built with Mastra, transforms document creation from hours to minutes, with the goal of addressing Japan's 25-year white-collar productivity decline.
React Native performance tactics: Modern strategies and tools
Learn how to optimize React Native performance in 2025 with expert tips on TTI, 60 FPS, state management, and Sentry monitoring.
Simplify access control and auditing for Amazon SageMaker Studio using trusted identity propagation
In this post, we explore how to enable and use trusted identity propagation in Amazon SageMaker Studio, which allows organizations to simplify access management by granting permissions to existing AWS IAM Identity Center identities. The solution demonstrates how to implement fine-grained access controls based on a physical user's identity, maintain detailed audit logs across supported AWS services, and support long-running user background sessions for training jobs.
Unlocking the potential of manufacturing with cloud modernization
Uncover how manufacturers use AI and cloud to optimize operations, accelerate R&D, and deliver real business value. Learn more.
Node.js Vercel Functions now support fetch web handlers
Vercel Functions running on the Node.js runtime now support fetch web handlers to enhance interoperability across runtimes and frameworks.
Agents can now access protected deployments via Vercel’s MCP server
Vercel's MCP server now lets agents access deployments behind authentication, enabling them to act on your behalf.
Generate Images with Claude and Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Launching MDN's new front end
MDN is getting a facelift 🎉 Discover what's changed, what's improved, and how navigating the site just got smoother.
Next.js 15.5
Next.js 15.5 includes Turbopack builds in beta, stable Node.js middleware, TypeScript improvements, `next lint` deprecation, and deprecation warnings for Next.js 16.
Web Design: What is the web capable of that is hard to express in design software?
The web platform has a heaping helping of more design capability built into it than any design software does.
14 ways Googlers use AI to work smarter
See how Googlers are using tools like Gemini and Imagen to save time, spark new ideas and build more helpful products.
Vercel Sandbox increases concurrency and port limits
Run up to 2000 sandboxes at the same time. Sandbox also now supports listening on up to 4 different ports
If agents are building your app, who gets the W-2?
If agents can design, build, test, and deploy features, their work should be treated like a developer's under GAAP. With modern AI logging, you can tie usage directly to capitalizable development activity.
From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Q&A with DoorDash’s CPO, Mariana Garavaglia
A conversation with Mariana Garavaglia, Chief People Officer, DoorDash.
Introducing integrated observability in SvelteKit
SvelteKit apps can now emit OpenTelemetry traces and reliably set up observability instrumentation using instrumentation.server.ts
Mingcute
Mingcuteは、オープンソースのアイコンライブラリで、可愛らしいデザインのアイコンを多数提供しています。特にFigmaプラグインが優れており、Iconifyを通じて任意のウェブプロジェクトで使用可能です。記事では、SVGとアニメーションに関する深い学びを提供するコースも紹介されており、Sarah DrasnerがCSSとSVGアニメーションの可能性やツールを実践的に解説しています。Frontend Mastersは、オープンソースプロジェクトや非営利団体への寄付も行っています。 • Mingcuteはオープンソースのアイコンライブラリである。 • 可愛らしいデザインのアイコンが豊富に揃っている。 • Figmaプラグインが非常に優れている。 • Iconifyを使用して任意のウェブプロジェクトでアイコンを利用できる。 • SVGとアニメーションに関するコースが提供されている。 • Sarah DrasnerがCSSとSVGアニメーションの実践的な解説を行っている。 • Frontend Mastersはオープンソースプロジェクトや非営利団体に寄付を行っている。
Build a scalable containerized web application on AWS using the MERN stack with Amazon Q Developer – Part 1
In a traditional SDLC, a lot of time is spent in the different phases researching approaches that can deliver on requirements: iterating over design changes, writing, testing and reviewing code, and configuring infrastructure. In this post, you learned about the experience and saw productivity gains you can realize by using Amazon Q Developer as a coding assistant to build a scalable MERN stack web application on AWS.
Improved fake hardware detection with Vercel BotID
Vercel BotID Deep Analysis now uses an updated detection model that expands fingerprinting coverage for bespoke headless browsers and simulated device hardware.
Node.js v24.6.0 (Current)
Node.js® is a free, open-source, cross-platform JavaScript runtime environment that lets developers create servers, web apps, command line tools and scripts.
Whiteboard to cloud in minutes using Amazon Q, Amazon Bedrock Data Automation, and Model Context Protocol
We’re excited to share the Amazon Bedrock Data Automation Model Context Protocol (MCP) server, for seamless integration between Amazon Q and your enterprise data. In this post, you will learn how to use the Amazon Bedrock Data Automation MCP server to securely integrate with AWS Services, use Bedrock Data Automation operations as callable MCP tools, and build a conversational development experience with Amazon Q.
5 Chrome features I use all the time as a college student
These Chrome features and tips for students can help you learn more easily while staying organized and focused, too.
Build and deploy a single-page application in Power Pages using GitHub Spark and Codespaces
Microsoft Power Pages has transformed the way organizations build secure, data-driven business websites. Traditionally, site creation has been a low-code, design-first experience. However, the new code-first approach gives developers greater flexibility: you can create, customize, and manage Power Pages sites entirely in source code. With the recent release of the GitHub Spark, developers can now prototype a site, edit it directly in a GitHub Codespace, and they can deploy it to a Power Pages environment all without leaving their browser. This tutorial walks you through the complete workflow.
Flight Deals is our new, AI-powered flight search tool
We’re introducing Flight Deals, a new, AI-powered search tool. Plus, there’s a new way to exclude basic economy on Google Flights.
Windsurf Wave 12: Devin features in Windsurf
DeepWiki, Vibe and Replace, Dev Containers, and more!
What's New in Web UI: I/O 2025 Recap
A recap of what we announced in the web UI space at I/O this year.
Astro 5.13
Astro 5.13 ships experimental improvements to environment variable handling, support for Chrome DevTools workspaces, and more!
You built the MCP server. Now track every client, tool, and request with Sentry.
Get full observability into your MCP server with a single line of code. Track usage, debug faster, and catch issues before your users do.
PyTorch Wheel Variants, the Frontier of Python Packaging
この記事では、PyTorchのパッケージングに関する問題と、Wheel Variantsの導入について説明しています。PyTorchは、AI製品の開発と展開において主要な機械学習フレームワークですが、パッケージングの難しさがユーザーにとっての大きな課題となっています。特に、異なるハードウェア向けにコンパイルされたPyTorchのインストール手順は複雑で、多くのステップを要します。これに対処するため、PyTorch 2.8ではWheel Variantsの実験的サポートが開始され、ユーザーのハードウェアに基づいて最適なPyTorchのバリアントを自動的にインストールできる機能が提供されます。この新しいアプローチは、Pythonパッケージングの未来において重要な役割を果たすと期待されています。 • PyTorchのパッケージングは難しく、特に異なるハードウェア向けのインストールが複雑である。 • Wheel Variantsは、ユーザーのハードウェアに基づいて最適なPyTorchのバリアントを自動的にインストールする機能を提供する。 • 現在のインストール手順は多くのステップを要し、ユーザーにとってフラストレーションの原因となっている。 • Wheel Variantsは、特定のハードウェアとソフトウェアのサポートを明示するための新しい方法として期待されている。 • この機能は実験的であり、PEPプロセスを通じて開発が進められている。
Build a conversational natural language interface for Amazon Athena queries using Amazon Nova
In this post, we explore an innovative solution that uses Amazon Bedrock Agents, powered by Amazon Nova Lite, to create a conversational interface for Athena queries. We use AWS Cost and Usage Reports (AWS CUR) as an example, but this solution can be adapted for other databases you query using Athena. This approach democratizes data access while preserving the powerful analytical capabilities of Athena, so you can interact with your data using natural language.
How Coxwave delivers GenAI value faster with Vercel
Coxwave's journey to cutting deployment times by 85% and building AI-native products faster with Vercel
Query Powered vlt Commands
Run scripts across your dependency graph using powerful query selectors and the --scope config.
How Orange Collective Vibe-Coded Their Own VC Operating System
Dave Yen built an AI-powered CRM for his VC firm, Orange Collective, using Mastra, generating investment memos and portfolio analysis that saves days of work and lets VCs focus on founder relationships.
A gentle introduction to anchor positioning
Anchor positioning allows you to place an element on the page based on where another element is.
Stretch
Did you know you can do height: stretch now in CSS? Works for width too. Dave Rupert The other day [Dave] shared a link to the new stretch keyword in CSS – and I saw a lot of questions about how it’s different from 100% (or 100vh when doing full-screen layouts). So I made a quick […]
Cutting delivery times in half with v0
Learn how Ready.net uses v0 to reduce ambiguity and accelerate feedback loops with limited resources
MCP Server Builder Drop: July Highlights from San Francisco and New York
Unlock microservices potential with Apollo GraphQL. Seamlessly integrate APIs, manage data, and enhance performance. Explore Apollo's innovative solutions.
React Native 0.81 - Android 16 support, faster iOS builds, and more
Today we are excited to release React Native 0.81!
A Nice Vanilla App Archicture Using Web Components and CSS Module Scripts
CSS module scripts help keep the dream of co-locating files that all relate to a component, without needing a bundler.
v0.dev -> v0.app
v0.dev is now v0.app, the AI builder for everyone: founders, designers, developers, marketers, sales, finance, and more
Cursor now supported on Vercel MCP
Connect Cursor to Vercel MCP to manage projects and deployments, analyze logs, search docs, and more
The one-liner for max-width, centering, and margins.
To horizontally center an element and limit it’s width, this is easily the most common approach: That could still touch the edges of a parent container though, so if need to enforce some spacing, we’d probably do that on a parent. There is no real problem with that, but we can smash it all into […]
Improved metrics search in Observability Plus
We’ve improved the metrics search and navigation experience in Vercel Observability, making it faster and easier to build custom queries.
How Zapier scales product partnerships with v0
The team behind Zapier’s embedded platform uses v0 to turn partner conversations into scalable integrations
We’re testing a new, AI-powered Google Finance.
Beginning this week, you'll see us testing a new Google Finance, reimagined with AI at its core. Here’s what to expect:Research your finance questions with AI: Now, you …
Introducing Authorization for Apollo MCP Server: Secure AI Access to Your GraphQL APIs
Unlock microservices potential with Apollo GraphQL. Seamlessly integrate APIs, manage data, and enhance performance. Explore Apollo's innovative solutions.
Item Flow – Part 2: next steps for Masonry
Back in March, we published Item Flow, Part 1: a new unified concept for layout, an article about a new idea for unifying flex-flow and grid-auto-flow into a single set of properties under a new item-flow shorthand.
ESLint v9.33.0 released
A pluggable and configurable linter tool for identifying and reporting on patterns in JavaScript. Maintain your code quality with ease.
Mastra Changelog 2025-08-08
Breaking changes to Scorer API, critical fixes for message handling and parallel workflows, plus improvements to memory filtering and type safety across the board. Plus, we're announcing our first ever conference: TypeScript AI
July 2025 (version 1.103)
Learn what is new in the Visual Studio Code July 2025 Release (1.103)
See our new ChromeOS wallpapers starring Jupiter’s UV auroras
This Google ChromeOS collaboration with NASA uses AI to visualize the unseeable.
Microsoft recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Enterprise Low-Code Application Platforms
Microsoft recognized as a Leader, empowering developers with scalable, AI-powered low-code innovation. Learn more.
Microsoft incorporates OpenAI’s GPT-5 into consumer, developer and enterprise offerings
Microsoftは、OpenAIの最新AIシステムであるGPT-5を、消費者、開発者、企業向けのさまざまな製品に統合しました。GPT-5はAzureでトレーニングされ、ユーザーがタスクに最適なツールを利用できるように設計されています。Microsoft 365 CopilotやMicrosoft Copilotを通じて、ユーザーは複雑なタスクに対処するための新しいAI推論機能を自動的に利用でき、開発者はGitHub CopilotやVisual Studio CodeでGPT-5を使用してコードの作成、テスト、デプロイが可能です。MicrosoftのAI Red Teamは、GPT-5の安全性を確認し、従来のOpenAIモデルよりも強力な安全プロファイルを示しました。これにより、ユーザーは即座にGPT-5の高度な推論能力を利用できるようになります。 • MicrosoftはGPT-5を多様な製品に統合し、推論能力を向上させた。 • Microsoft 365 Copilotは、複雑な質問に対する推論能力が向上し、長い会話を維持できる。 • 開発者はGitHub CopilotやVisual Studio CodeでGPT-5を利用し、長いコーディングタスクを実行できる。 • MicrosoftのAI Red TeamはGPT-5の安全性を確認し、強力な安全プロファイルを示した。 • ユーザーはMicrosoft Copilotを通じてGPT-5を無料で体験できる。
Using the Custom Highlight API
You can get your hands on ranges of text in JavaScript, then apply a named
Vercel is the only vendor to be recognized as a Visionary in the 2025 Gartner® Magic Quadrant™ for Cloud-Native Application Platforms
We’re honored to be the only vendor recognized as a Visionary in the 2025 Gartner® Magic Quadrant™ for Cloud Native Application Platforms.
Vercel collaborates with OpenAI for GPT-5 launch
The GPT-5 family of models released today, are now available through AI Gateway and are in production on our own v0.dev applications. Thanks to OpenAI, Vercel has been testing these models for a few weeks in v0, Next.js, AI SDK, and Vercel Sandbox.
New plan, no limits of active workflow — n8n's new pricing explained.
If you’ve been around n8n for a while, you know we like sharing openly what we’re working on and involving our community along the way. So, when we decided to review our pricing earlier this year, we followed that same approach. We spent months talking with builders across
From hard refusals to safe-completions: toward output-centric safety training
Introduced in GPT-5, safe-completion is a new safety-training approach to maximize model helpfulness within safety constraints. Compared to refusal-based training, safe-completion improves both safety and helpfulness, especially in dual-use domains.
Common Unity Errors and How To Fix Them
Trigger, spot, and squash Unity’s four classic runtime foes—NullReference, IndexOutOfRange, MissingComponent, and MissingReference—with clear, step-by-step fixes.
Release Notes for Safari Technology Preview 225
Safari Technology Preview Release 225 is now available for download for macOS Tahoe and macOS Sequoia.
Pioneering AI workflows at scale: A deep dive into Asana AI Studio and Amazon Q index collaboration
Today, we’re excited to announce the integration of Asana AI Studio with Amazon Q index, bringing generative AI directly into your daily workflows. In this post, we explore how Asana AI Studio and Amazon Q index transform enterprise efficiency through intelligent workflow automation and enhanced data accessibility.
Insulin resistance prediction from wearables and routine blood biomarkers
この記事では、ウェアラブルデータと日常的な血液検査を活用して、インスリン抵抗性（IR）を効果的に予測する新しい手法を提案しています。この手法は、2型糖尿病のリスクスクリーニングを早期に行うためのスケーラブルでアクセス可能なアプローチを提供します。2型糖尿病は世界中で数億人に影響を及ぼしており、その前兆としてインスリン抵抗性が重要です。従来のIR測定方法は侵襲的で高価なため、早期発見が困難でした。そこで、ウェアラブルデバイスからのデータ（安静時心拍数、歩数、睡眠パターン）と日常的な血液検査（空腹時血糖、脂質パネル）を用いてIRリスクを推定する機械学習モデルを開発しました。このアプローチは、特に肥満や運動不足の高リスク個人において強いパフォーマンスを示しました。また、インスリン抵抗性を理解するためのエージェントも紹介されており、個別の推奨を安全に行う手助けをします。 • インスリン抵抗性（IR）の早期発見が重要であること • 従来のIR測定方法は侵襲的で高価であるため、早期発見が困難 • ウェアラブルデータと日常的な血液検査を用いた新しい予測手法を提案 • 機械学習モデルがIRリスクを推定する能力を持つ • 特に肥満や運動不足の高リスク個人において強いパフォーマンスを示す • インスリン抵抗性を理解するためのエージェントを導入 • この研究は情報提供と研究目的のために設計されている
Process multi-page documents with human review using Amazon Bedrock Data Automation and Amazon SageMaker AI
In this post, we show how to process multi-page documents with a human review loop using Amazon Bedrock Data Automation and Amazon SageMaker AI.
How Fulton County Schools use Copilot Chat to empower student innovation
Fulton County Schools uses Copilot Chat in the classroom to support learning, reduce tasks, and build career readiness. Learn more.
Get the number of auto-fit/auto-fill columns in CSS
この記事では、CSSのグリッドレイアウトにおけるauto-fitおよびauto-fillカラムの数を取得する方法について説明しています。特に、特定の行や列を強調表示したり、レスポンシブな非矩形グリッドを作成したりする際に役立ちます。CSSのコンテナクエリユニット、CSS変数、数学関数を使用して、ブレークポイントなしでこれを実現する方法が紹介されています。具体的には、.gridクラスを持つ要素に対して、auto-fitまたはauto-fillを使用してカラムを設定し、Safariのバグに対処するための代替手段も提案されています。最終的に、カラム数を計算するためのCSSコードも示されており、サポートされていないブラウザでの動作についても言及されています。 • CSSのグリッドレイアウトでauto-fit/auto-fillカラムの数を取得する方法を解説 • 特定の行や列を強調表示するための技術 • レスポンシブな非矩形グリッドの作成が可能 • CSSのコンテナクエリユニットと数学関数を使用 • Safariのバグに対処するための代替手段を提案 • カラム数を計算するための具体的なCSSコードを示す • サポートされていないブラウザでの動作についての注意点
Introducing Vercel MCP: Connect Vercel to your AI tools
Vercel now has an official hosted MCP server (aka Vercel MCP), which you can use to connect your favorite AI tools, such as Claude or VS Code, directly to Vercel.
Introducing AI Elements: build AI interfaces faster
Focus on your AI’s intelligence, not the UI scaffolding. AI Elements is now available as a new Vercel product to help frontend engineers build AI-driven interfaces in a fraction of the time.
n8n execution advantage: An overview of our unique pricing model
n8n offers a pricing model designed to make automation accessible and scalable for everyone. Unlike other platforms that charge per operation, step, or task, n8n charges based on full workflow executions. This means your costs grow only when your automations run from start to finish and deliver value, not when
Taking Control with Graph Modifiers
Managing dependencies in complex JavaScript projects just got easier. vlt now offers Graph Modifiers, a new way to take precise control of your dependency graph.
Chrome 140 beta
Discover the features that are coming to Chrome in the latest beta release.
Baseline for CSS properties now in Chrome DevTools
Baseline information is now available for CSS properties in the Elements panel of Chrome DevTools!
Meet your new AI coding teammate: Gemini CLI GitHub Actions
Today, we’re introducing Gemini CLI GitHub Actions. It’s a no-cost, powerful AI coding teammate for your repository. It acts both as an autonomous agent for critical rou…
Boosting Session Replay performance on iOS with View Renderer V2
Boosting Session Replay speed on older iOS devices. See how Sentry’s custom renderer reduced frame drops and improved performance.
Little Reminder About Custom Properties with Invalid Values
This is like one of those weirdly difficult quizzes about CSS. If you’ve got a <p> element sitting there in a totally normal basic HTML layout, then this CSS: What color does the <p> render as? It’s blue. You might think it’s green, as the value blah is an invalid color. If the CSS had… […]
gpt-oss-20b and gpt-oss-120b are now supported in Vercel AI Gateway
You can now access gpt-oss by OpenAI, an open-weight reasoning model designed to push the open model frontier, using Vercel's AI Gateway with no other provider accounts required.
Claude 4.1 Opus is now supported in Vercel AI Gateway
You can now access Claude Opus 4.1, a new model released by Anthropic today, using Vercel's AI Gateway with no other provider accounts required.
New in Chrome 139
Squircles and custom functions come to CSS, and on-device speech recognition to the Web Speech API.
July 2025 Baseline monthly digest
Read about various happenings with Baseline during July 2025.
Announcing the Apollo GraphOS Operator in Public Preview
Unlock microservices potential with Apollo GraphQL. Seamlessly integrate APIs, manage data, and enhance performance. Explore Apollo's innovative solutions.
Manage your subgraphs and supergraphs as Kubernetes-native resources
Unlock microservices potential with Apollo GraphQL. Seamlessly integrate APIs, manage data, and enhance performance. Explore Apollo's innovative solutions.
Enterprise Guide: Migrating from Jenkins to GitHub Actions at Scale
How modern DevOps teams are replacing legacy CI/CD pipelines and accelerating transformation using AI automation.
How we’re using AI to help track and predict cyclones
We’re partnering with the National Hurricane Center, supporting their forecasts and warnings this cyclone season.
Infinite Marquee Animation using Modern CSS
A row of logos that animate forever perfectly and don't have any duplicated HTML or JavaScript at all is quite a trick. Thanks modern CSS!
Building an AI-driven course content generation system using Amazon Bedrock
In this post, we explore each component in detail, along with the technical implementation of the two core modules: course outline generation and course content generation.
How Handmade.com modernizes product image and description handling with Amazon Bedrock and Amazon OpenSearch Service
In this post, we explore how Handmade.com, a leading hand-crafts marketplace, modernized their product description handling by implementing an AI-driven pipeline using Amazon Bedrock and Amazon OpenSearch Service. The solution combines Anthropic's Claude 3.7 Sonnet LLM for generating descriptions, Amazon Titan Text Embeddings V2 for vector embedding, and semantic search capabilities to automate and enhance product descriptions across their catalog of over 60,000 items.
How we’re making data centers more flexible to benefit power grids
An update on how we’re developing flexible data center capabilities to support power grids and build a sustainable, affordable energy system.
New custom visualization in Vercel Observability
You can now customize how you visualize Observability data with line charts, volume charts, table views, or a big number.
v0: vibe coding, securely
Vibe coding makes it possible for anyone to ship a viral app. But every line of AI-generated code is a potential vulnerability. Security cannot be an afterthought, it must be the foundation. Turn ideas into secure apps with v0.
Pixel data from encoders to decoders
From individual pixels to fully decoded images on your screen, raw pixel data gets transformed, compressed, and efficiently delivered. Learn about the techniques and optimizations that shrink image information without any perceivable loss in quality.
What’s New in ViteLand: July 2025 Recap
July 2025 brings exciting updates in the Vite ecosystem, including the release of Vite 7, Rolldown's new features, and the upcoming ViteConf in Amsterdam. Discover the latest news in Vite, Vitest, Oxc, Rolldown and more!
Just a Semicolon
A silly debate that rages just as hard as “tabs vs spaces” is “semicolons or not” in JavaScript. Generally, the answer is “use an automatic formatting tool so you don’t have to think about it”. But if you happen to be on the “no semicolons” side, it’s interesting to note that it can cause confusing […]
Announcing TypeScript 5.9
Today we are excited to announce the release of TypeScript 5.9! If you’re not familiar with TypeScript, it’s a language that builds on JavaScript by adding syntax for types. With types, TypeScript makes it possible to check your code to avoid bugs ahead of time. The TypeScript type-checker does all this, and is also the […]
Building AIOps with Amazon Q Developer CLI and MCP Server
In this post, we discuss how to implement a low-code no-code AIOps solution that helps organizations monitor, identify, and troubleshoot operational events while maintaining their security posture. We show how these technologies work together to automate repetitive tasks, streamline incident response, and enhance operational efficiency across your organization.
Containerize legacy Spring Boot application using Amazon Q Developer CLI and MCP server
In this post, you’ll learn how you can use Amazon Q Developer command line interface (CLI) with Model Context Protocol (MCP) servers integration to modernize a legacy Java Spring Boot application running on premises and then migrate it to Amazon Web Services (AWS) by deploying it on Amazon Elastic Kubernetes Service (Amazon EKS).
Deploy Hono backends with zero configuration
Vercel now detects and deploys Hono, a fast, lightweight web application framework built on web standards, with zero configuration.
A new wave of software, shipped on Vercel
We're launching a new way to showcase standout products built and shipped on Vercel. Submit your project.
What’s new in Svelte: August 2025
Async Svelte is out - with all the fixins
Node.js v22.18.0 (LTS)
Node.js® is a free, open-source, cross-platform JavaScript runtime environment that lets developers create servers, web apps, command line tools and scripts.
Node.js v24.5.0 (Current)
Node.js® is a free, open-source, cross-platform JavaScript runtime environment that lets developers create servers, web apps, command line tools and scripts.
Should we NEVER use non-logical properties?
Best bet: just always use them. More nuanced take: there is a few situations where using the physical property is still releavant.
AI agents unifying structured and unstructured data: Transforming support analytics and beyond with Amazon Q Plugins
Learn how to enhance Amazon Q with custom plugins to combine semantic search capabilities with precise analytics for AWS Support data. This solution enables more accurate answers to analytical questions by integrating structured data querying with RAG architecture, allowing teams to transform raw support cases and health events into actionable insights. Discover how this enhanced architecture delivers exact numerical analysis while maintaining natural language interactions for improved operational decision-making.
Build dynamic web research agents with the Strands Agents SDK and Tavily
In this post, we introduce how to combine Strands Agents with Tavily’s purpose-built web intelligence API, to create powerful research agents that excel at complex information gathering tasks while maintaining the security and compliance standards required for enterprise deployment.
AI SDK 5
Introducing type-safe chat, agentic loop control, new specification, tool enhancements, speech generation, and more.
New Soft Navigations origin trial
New Soft Navigations origin trial launching to help measure Core Web Vitals for Single Page Applications (SPAs)
Extended lifetime shared workers origin trial
Extended lifetime shared workers origin trial
New to the web platform in July
Discover some of the interesting features that have landed in stable and beta web browsers during July 2025.
What's new in Astro - July 2025
July 2025 - Build Astro with AI Tools, "The Future of Astro" at ViteConf 2025, and more!
Build an AI Shopping Assistant with Gradio MCP Servers
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Smarter debugging with Sentry MCP and Cursor
Connect Sentry MCP to Cursor for live production context, AI-driven fixes, and Seer root-cause analysis—no more copy-paste or context switching in your IDE.
Streamline GitHub workflows with generative AI using Amazon Bedrock and MCP
This blog post explores how to create powerful agentic applications using the Amazon Bedrock FMs, LangGraph, and the Model Context Protocol (MCP), with a practical scenario of handling a GitHub workflow of issue analysis, code fixes, and pull request generation.
Centralized Dependency Management Made Simple
We are excited to share catalog support - a powerful new feature for centralized dependency management that reduces duplication and simplifies version orchestration across your projects.
What's New in WebGPU (Chrome 139)
3D texture support for BC and ASTC compressed formats, new "core-features-and-limits" feature, origin trial for WebGPU compatibility mode, and more.
Building low-latency guardrails to secure your agents
How we built a suite of out-of-the-box input processors and optimized them from 5000ms to under 500ms per request.
Introducing new issue detectors: Spot latency, overfetching, and unsafe queries early
Sentry’s new detectors catch bloated HTTP payloads, back-to-back calls, and unsafe queries—so you fix latency and security bugs before users notice.
Component Test with Storybook and Vitest
Best-in-class Component Testing at your fingertips
New ways to learn and explore with AI Mode in Search
AI Mode in Search has several new features to help learners, educators and anyone who’s curious about the world.
Can AI save nurses millions of hours of paperwork?
Google Cloud is working with HCA Healthcare on an AI app to help nurses save time on daily patient handoffs.
How Bertelsmann Built a Multi-Agent System to Empower Creatives
See how one of the world’s biggest media companies leveraged LangGraph from its earliest days to build and deploy a multi-agent system to production that empowers creativity.
Z.ai's GLM-4.5 and GLM-4.5 Air are now supported in Vercel AI Gateway
You can now access GLM-4.5 and GLM-4.5 Air, new flagship models from Z.ai designed to unify frontier reasoning, coding, and agentic capabilities, using Vercel's AI Gateway with no other provider accounts required.
Join the v0 Ambassador Program
Apply today to join the v0 Ambassador Program and help others discover the magic of what's possible with v0.
Liquid Glass on the Web
It's a complicated look! There may or may not be blurring, light refracts in tricky ways, the highlights are quite bright, and you've got to be very careful about text contrast accessibility.
Evals are just tests, so why aren’t engineers writing them?
Stop treating AI evals as a silo. Run them like unit tests, via vitest-evals, JUnit XML, and Codecov, to keep quality tight and releases safe.
PyTorch on Kubernetes: Kubeflow Trainer Joins the PyTorch Ecosystem
Kubeflow TrainerがPyTorchエコシステムに統合され、Kubernetes上でのPyTorchの実行が信頼性、スケーラビリティ、コミュニティサポートを持つソリューションとして提供されることが発表されました。Kubeflow Trainerは、AIモデルのスケーラブルで分散したトレーニングを可能にし、大規模言語モデル（LLM）のファインチューニングに特化しています。主な機能には、Kubernetesの複雑さを簡素化するAPI、AI実践者向けのPython SDK、LLMのファインチューニング用のブループリント、GPUの最適化、先進的なスケジューリング機能、MPIワークロードの加速、耐障害性の向上が含まれます。これにより、AI実践者はインフラの詳細を気にせずにPyTorchモデルの開発に集中でき、プラットフォーム管理者はリソースの最大活用とコスト効率を実現できます。 • Kubeflow TrainerがPyTorchエコシステムに統合されたことにより、Kubernetes上でのPyTorchの実行が容易になる。 • Kubeflow TrainerはAIモデルのスケーラブルなトレーニングを可能にし、特に大規模言語モデルのファインチューニングに特化している。 • Kubernetesの複雑さを簡素化するAPIが提供され、AI実践者はインフラの詳細を気にせずに開発に集中できる。 • Python SDKにより、Kubernetes APIとの直接的なやり取りが抽象化され、ユーザーはPyTorchモデルの開発に専念できる。 • GPUの最適化により、大規模データを効率的に分散GPUにストリーミングできる。 • 先進的なスケジューリング機能により、必要なリソースがトレーニングジョブの開始前に確保される。 • 耐障害性の向上により、AIワークロードの信頼性と効率が改善される。
Amazon Nova Act SDK (preview): Path to production for browser automation agents
In this post, we’ll walk through what makes Nova Act SDK unique, how it works, and how teams across industries are already using it to automate browser-based workflows at scale.
Build modern serverless solutions following best practices using Amazon Q Developer CLI and MCP
This post explores how the AWS Serverless MCP server accelerates development throughout the serverless lifecycle, from making architectural decisions with tools like get_iac_guidance and get_lambda_guidance, to streamlining development with get_serverless_templates, sam_init, to deployment with SAM integration, webapp_deployment_help, and configure_domain. We show how this conversational AI approach transforms the entire process, from architecture design through operations, dramatically accelerating AWS serverless projects while adhering to architectural principles.
Fluid: How we built serverless servers
Fluid Compute cuts cold starts and compute costs by up to 95%, scaling I/O-bound and AI workloads efficiently across 45B+ weekly requests.
Nuxt 3.18
Nuxt 3.18 is out - bringing v4 features to v3, improved accessibility, better browser dev tooling integration, and performance enhancements!
Fonts for Wireframing
When you’re doing a design prototype, it’s common to use the actual fonts the design will use, but use “lorem ipsum” text. The idea being to not distract anyone with real words when they are supposed to be looking at the design. Or you just don’t have any real text to work with at that […]
Announcing TypeScript 5.9 RC
Today we are excited to announce the Release Candidate (RC) of TypeScript 5.9! To get started using the Release Candidate, you can get it through npm with the following command: npm install -D typescript@rc Let’s take a look at what’s new in TypeScript 5.9! Minimal and Updated tsc --init Support for import defer Support for […]
Vanilla JavaScript support for Tailwind Plus
Every UI block in Tailwind Plus is now fully functional, accessible, and interactive, even if you don't use a framework like React or Vue.
Qwen3-Coder is now supported in Vercel AI Gateway
You can now access Kimi K2 from Moonshot AI using Vercel's AI Gateway, with no Moonshot AI account required.
Vercel and Solara6 partner to build better ecommerce experiences
Solara6 is partnering with us to help ecommerce brands ship faster and deploy with confidence. Through this partnership, ecommerce teams working with Solara6 can expect improved SEO, site speed, and reliability during peak traffic moments.
Model Context Protocol (MCP) explained: An FAQ
Model Context Protocol (MCP) is a new spec that helps standardize the way large language models (LLMs) access data and systems, extending what they can do beyond their training data.
Happy 20th birthday MDN!
Celebrating MDN's 20th birthday with cake.
ESLint v9.32.0 released
A pluggable and configurable linter tool for identifying and reporting on patterns in JavaScript. Maintain your code quality with ease.
Parquet Content-Defined Chunking
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
How Index Built an AI-First Data Analytics Platform with Mastra
Index is building a data analyst agent that lets users query their data in natural language.
How Sentry could stop npm from breaking the Internet
Cache misses can DoS your own app. See how a VSCode update hammered npm in 2016, and how Sentry alerts you to runaway miss rates before costs explode.
The Figcaption Problem
When an image isn't
Try on styles with AI, jump on great prices and more
Learn more about new AI tools available from Google Shopping, like our launch of our try on feature and price alert updates.
Web Guide: An experimental AI-organized search results page
We’re launching Web Guide, a Search Labs experiment that uses AI to intelligently organize the search results page, making it easier to find information and web pages.
Growthbook joins the Vercel Marketplace
Add feature flags and A/B testing to your Vercel projects with GrowthBook, now available on the Vercel Marketplace.
Synthetic and federated: Privacy-preserving domain adaptation with LLMs for mobile applications
この記事では、プライバシーを保護する合成データを用いたフェデレーテッドラーニング（FL）が、モバイルアプリケーションにおける大規模言語モデル（LLM）と小規模言語モデル（LM）の両方の改善に寄与することが述べられています。特に、Gboardにおけるユーザーのタイピング体験を向上させるための実用的な応用が紹介されています。合成データは、ユーザーのインタラクションデータを模倣することで、プライバシーリスクを最小限に抑えつつモデルのトレーニングに利用されます。Gboardでは、小規模LMが基本機能を支え、大規模LMが高度な機能を提供しています。最近の研究では、プライバシーを保護する合成データの生成と利用が進展しており、FLと差分プライバシー（DP）を活用して、ユーザーデータのプライバシーを確保しながらモデルの適応が行われています。 • プライバシーを保護する合成データが、モバイルアプリケーションの言語モデルの改善に寄与する。 • Gboardにおけるユーザーのタイピング体験を向上させるための実用的な応用がある。 • 合成データはユーザーのインタラクションデータを模倣し、プライバシーリスクを最小限に抑える。 • 小規模LMは基本機能を、大規模LMは高度な機能を提供する。 • FLと差分プライバシーを活用して、ユーザーデータのプライバシーを確保しながらモデルの適応が行われている。
The Big OOPs: Anatomy of a Thirty-Five-Year Mistake
Very interesting (2 hour!) conference talk from Casey Muratori that is quite a deep historical dive into Object-Oriented Programming. Some of it went over my head, but it was still a fun watch. It’s great to think about where we draw boundaries in software development, and in this case, looking at the difference between drawing […]
Release Notes for Safari Technology Preview 224
Safari Technology Preview Release 224 is now available for download for macOS Tahoe and macOS Sequoia.
Multi-tenant RAG implementation with Amazon Bedrock and Amazon OpenSearch Service for SaaS using JWT
In this post, we introduce a solution that uses OpenSearch Service as a vector data store in multi-tenant RAG, achieving data isolation and routing using JWT and FGAC. This solution uses a combination of JWT and FGAC to implement strict tenant data access isolation and routing, necessitating the use of OpenSearch Service.
Transform your photos into videos and remix your pics in Google Photos
Learn more about new creation tools in Google Photos, like Photo to video, Remix and more.
Build your own AI app builder with the v0 Platform API
Learn how to build, extend, and automate AI-generated apps like BI tools and website builders with v0 Platform API
Brick by brick: Help us build CSS Masonry
Help test the proposed masonry syntax in Chromium.
Take the State of HTML survey today
Help us understand what you want in HTML.
Celebrating 20 years of MDN
MDN turns 20! Let's look at how we started, how MDN became the most trusted resource for web developers, the impact it's had on the open web, and yes, there's cake, too.
Introducing Sentry's Godot SDK 1.0 Alpha, with support for Godot 4.5 Beta
Debugging during development is easy. You've got a debugger, stack traces, and logs right in front of you. But once your Godot game is in the hands of players, ...
Transform rules are now available in vercel.json
Transform rules allow you to modify request headers, response headers, and request query parameters through the vercel.json.
What's new in DevTools, Chrome 139
A more reliable and productive Chrome DevTools, support for arbitrary image upload in AI assistance for styling, and more.
Introducing Zustand (State Management)
Zustand is a minimal, but fun and effective state management library which just may improve your render performance.
Build an AI-powered automated summarization system with Amazon Bedrock and Amazon Transcribe using Terraform
This post introduces a serverless meeting summarization system that harnesses the advanced capabilities of Amazon Bedrock and Amazon Transcribe to transform audio recordings into concise, structured, and actionable summaries. By automating this process, organizations can reclaim countless hours while making sure key insights, action items, and decisions are systematically captured and made accessible to stakeholders.
OpenAI-compatible API endpoints now supported in AI Gateway
OpenAI-compatible API endpoints now supported in AI Gateway giving you access to 100s of models with no code rewrites required
Join the Prompt API origin trial
Participate in the Prompt API origin trial to test multimodal inputs for Gemini Nano on your websites and web applications.
new Date(“wtf”)
この記事では、JavaScriptのDateパーサーに関するクイズが紹介されています。クイズは非常に簡単で、高得点を獲得できる内容となっています。クイズのリンクはjsdate.wtfで、著者はSam Roseです。また、Frontend Mastersが提供するJavaScriptの学習パスについても言及されており、優れた講師陣から学ぶことができるとされています。さらに、7日間の無料トライアルが提供されていることも記載されています。 • JavaScriptのDateパーサーに関するクイズがある • クイズは簡単で高得点が狙える • クイズのリンクはjsdate.wtf • Frontend MastersがJavaScriptの学習パスを提供 • 優れた講師陣から学べる • 7日間の無料トライアルが利用可能
Build real-time travel recommendations using AI agents on Amazon Bedrock
In this post, we show how to build a generative AI solution using Amazon Bedrock that creates bespoke holiday packages by combining customer profiles and preferences with real-time pricing data. We demonstrate how to use Amazon Bedrock Knowledge Bases for travel information, Amazon Bedrock Agents for real-time flight details, and Amazon OpenSearch Serverless for efficient package search and retrieval.
Open Vercel documentation pages in AI providers
Copy Vercel documentation pages as markdown, or open them in AI providers, such as v0, Claude, or ChatGPT.
torch.compile and Diffusers: A Hands-On Guide to Peak Performance
この記事では、Diffusersライブラリとtorch.compileの統合について説明しています。Diffusersは、画像、動画、音声のための最先端の拡散モデルに対する統一インターフェースを提供します。torch.compileは、拡散モデルのアーキテクチャに合わせたコンパイルワークフローを調整することで、ユーザー体験に最小限の影響を与えつつ、顕著な速度向上を実現します。記事は、拡散モデルの著者向けに、モデルをコンパイラフレンドリーにするための小さなコード変更を学ぶことを目的とし、また、拡散モデルのユーザーには、コンパイル時間と実行時間のトレードオフを理解し、不要な再コンパイルを避ける方法を示します。具体的な例として、Diffusersの人気パイプラインを通じて、これらの利点を説明します。 • Diffusersライブラリは、画像、動画、音声のための拡散モデルに対する統一インターフェースを提供する。 • torch.compileは、拡散モデルのアーキテクチャに合わせたコンパイルワークフローを調整し、速度向上を実現する。 • モデル著者は、モデルをコンパイラフレンドリーにするためのコード変更を学ぶことができる。 • ユーザーは、コンパイル時間と実行時間のトレードオフを理解し、再コンパイルを避ける方法を学ぶ。 • 具体的なパイプラインの例を通じて、得られる効果を示す。
I’m Apollo’s new CEO
Unlock microservices potential with Apollo GraphQL. Seamlessly integrate APIs, manage data, and enhance performance. Explore Apollo's innovative solutions.
Grep a million GitHub repositories via MCP
Search 1M+ GitHub repositories from your AI agent using Grep's MCP server. Your agent can now reference coding patterns and solutions used in open source projects to solve problems.
Building enterprise-scale RAG applications with Amazon S3 Vectors and DeepSeek R1 on Amazon SageMaker AI
Organizations are adopting large language models (LLMs), such as DeepSeek R1, to transform business processes, enhance customer experiences, and drive innovation at unprecedented speed. However, standalone LLMs have key limitations such as hallucinations, outdated knowledge, and no access to proprietary data. Retrieval Augmented Generation (RAG) addresses these gaps by combining semantic search with generative AI, […]
Introducing ChatGPT agent
ChatGPT now thinks and acts, proactively choosing from a toolbox of agentic skills to complete tasks for you using its own computer.
Wave 11: Just Keep Shipping
More tools for the Browser, Voice Mode, Checkpoints, and more!
Android Earthquake Alerts: A global system for early warning
Android Earthquake Alertsは、世界中のAndroidスマートフォンからの測定データを集約し、地震を検出してユーザーに早期警告を提供するシステムです。このシステムは、地震が発生する前に数秒の警告を提供することを目指しており、これにより人々は危険な場所から避ける時間を得ることができます。Androidの加速度センサーを利用して、地震の初期波を検出し、位置情報と共にサーバーに信号を送信します。システムは、データを分析して地震の発生を確認し、位置とマグニチュードを推定します。警告は、軽い揺れの「BeAware」アラートと、強い揺れの「TakeAction」アラートの2種類があり、ユーザーはWi-Fiまたは携帯データ接続が必要です。2023年末までに、98カ国で18,000回以上の地震を検出し、7億9000万件の警告が送信されました。 • Androidスマートフォンを利用した地震検出システムの開発 • 地震発生前に数秒の警告を提供することが可能 • 加速度センサーを使用して地震の初期波を検出 • 2種類の警告（BeAwareとTakeAction）を提供 • 98カ国で18,000回以上の地震を検出し、790百万件の警告を送信 • ユーザーはWi-Fiまたは携帯データ接続が必要 • プライバシーを保護した位置情報を使用
Astro 5.12
Astro 5.12 ships TOML support for content loaders, experimental raw environment values, and improved Netlify adapter development experience!
Agent bio bug bounty call
Testing universal jailbreaks for biorisks in ChatGPT Agent
Command GitHub's Coding Agent from VS Code
VS Code's integration with GitHub Copilot Coding Agent allows you to delegate tasks to the agent and let it handle them in the background.
Storybook bloat? Fixed.
How we cut Storybook’s bundle size in half
Accenture scales video analysis with Amazon Nova and Amazon Bedrock Agents
This post was written with Ilan Geller, Kamal Mannar, Debasmita Ghosh, and Nakul Aggarwal of Accenture. Video highlights offer a powerful way to boost audience engagement and extend content value for content publishers. These short, high-impact clips capture key moments that drive viewer retention, amplify reach across social media, reinforce brand identity, and open new […]
Deploy conversational agents with Vonage and Amazon Nova Sonic
In this post, we explore how developers can integrate Amazon Nova Sonic with the Vonage communications service to build responsive, natural-sounding voice experiences in real time. By combining the Vonage Voice API with the low-latency and expressive speech capabilities of Amazon Nova Sonic, businesses can deploy AI voice agents that deliver more human-like interactions than traditional voice interfaces. These agents can be used as customer support, virtual assistants, and more.
More advanced AI capabilities are coming to Search
For Google AI Pro and AI Ultra subscribers, AI Mode in Search now features the ability to use Gemini 2.5 Pro and do deeper research for you.
Adaptive Alerts (a CSS scroll-state Use Case)
A single button, but it has two different behaviors in JavaScript depending on how far you’ve scrolled in an element (as determined by CSS!)