惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

S
SegmentFault 最新的问题
V
Vulnerabilities – Threatpost
博客园_首页
GbyAI
GbyAI
Martin Fowler
Martin Fowler
S
Secure Thoughts
Help Net Security
Help Net Security
Attack and Defense Labs
Attack and Defense Labs
大猫的无限游戏
大猫的无限游戏
量子位
腾讯CDC
博客园 - 叶小钗
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Microsoft Security Blog
Microsoft Security Blog
Cisco Talos Blog
Cisco Talos Blog
V
V2EX
P
Proofpoint News Feed
T
Tailwind CSS Blog
U
Unit 42
A
Arctic Wolf
PCI Perspectives
PCI Perspectives
B
Blog
F
Fortinet All Blogs
B
Blog RSS Feed
H
Hacker News: Front Page
P
Privacy & Cybersecurity Law Blog
Scott Helme
Scott Helme
G
GRAHAM CLULEY
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
H
Heimdal Security Blog
人人都是产品经理
人人都是产品经理
Forbes - Security
Forbes - Security
TaoSecurity Blog
TaoSecurity Blog
N
Netflix TechBlog - Medium
aimingoo的专栏
aimingoo的专栏
Security Archives - TechRepublic
Security Archives - TechRepublic
Y
Y Combinator Blog
Jina AI
Jina AI
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Latest news
Latest news
P
Privacy International News Feed
SecWiki News
SecWiki News
L
LINUX DO - 最新话题
M
MIT News - Artificial intelligence
W
WeLiveSecurity
博客园 - 聂微东
T
Tor Project blog
T
Troy Hunt's Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Engineering at Meta
Engineering at Meta

Vercel News

Vercel Open Source Program: Winter 2026 cohort How Notion Workers run untrusted code at scale with Vercel Sandbox How we run Vercel's CDN in front of Discourse From idea to secure checkout in minutes with Stripe Building Slack agents can be easy Scaling redirects to infinity on Vercel Advancing Python typing Gamma builds design-first agents with Vercel How Avalara turns pipe dreams into patent-pending with v0 Keeping community human while scaling with agents How OpenEvidence built a healthcare AI that physicians actually trust Security boundaries in agentic architectures Skills Night: 69,000+ ways agents are getting smarter Video Generation with AI Gateway We Ralph Wiggumed WebStreams to make them 10x faster How Stably ships AI testing agents in hours, not weeks How we built AEO tracking for coding agents Anyone can build agents, but it takes a platform to run them Introducing Geist Pixel The Vercel AI Accelerator is back with $6m in credits Making agent-friendly pages with content negotiation The Vercel OSS Bug Bounty program is now available Introducing the new v0 Run untrusted code with Vercel Sandbox, now generally available How Stripe built a game-changing app in a single flight with v0 How Sensay went from zero to product in six weeks AGENTS.md outperforms skills in our agent evals Agent skills explained: An FAQ Testing if "bash is all you need" AWS databases are now live on the Vercel Marketplace and v0 Use Perplexity Web Search with Vercel AI Gateway Introducing: React Best Practices Nick Bogaty joins Vercel as Chief Revenue Officer How Mux shipped durable video workflows with their @mux/ai SDK How to build agents with filesystems and bash How we made v0 an effective coding agent Stopping the slow death of internal tools Building AI-Generated Pixel Trading Cards with Vercel AI Gateway We removed 80% of our agent’s tools AI SDK 6 Our $1 million hacker challenge for React2Shell Cline now runs on Vercel AI Gateway How to prompt v0 Build smarter workflows with Notion and v0 Vercel launches partner certification Inside Workflow DevKit: How framework integrations work React2Shell Security Bulletin | Vercel Knowledge Base Billions of requests: Black Friday-Cyber Monday 2025 Investing in the Python ecosystem AWS Databases coming to the Vercel Marketplace How we built the v0 iOS app Workflow Builder: Build your own workflow automation platform Vercel Open Source Program: Fall 2025 cohort Self-driving infrastructure Vercel collaborates with Google for Gemini 3 Pro Preview launch Vercel: The anti-vendor-lock-in cloud How Nous Research used BotID to block automated abuse at scale How AI Gateway runs on Fluid compute What we learned building agents at Vercel Build and deploy data applications on Snowflake with v0 BotID Deep Analysis catches a sophisticated bot network in real-time Vercel achieves TISAX AL2 compliance to serve automotive partners Bun runtime on Vercel Functions David Totten Joins Vercel to Lead Global Field Engineering Vercel Ship AI 2025 recap You can just ship agents AI agents and services on the Vercel Marketplace Built-in durability: Introducing Workflow Development Kit Zero-config backends on Vercel AI Cloud Introducing Vercel Agent: Your new Vercel teammate Update regarding Vercel service disruption on October 20, 2025 Agents at work, a partnership with Salesforce and Slack Running Next.js in ChatGPT: How to Build ChatGPT Apps Talha Tariq joins Vercel as CTO of Security Just another (Black) Friday Server rendering benchmarks: Fluid Compute and Cloudflare Workers Towards the AI Cloud: Our Series F Collaborating with Anthropic on Claude Sonnet 4.5 to power intelligent coding agents Preventing the stampede: Request collapsing in the Vercel CDN BotID uncovers hidden SEO poisoning How we made global routing faster with Bloom filters What you need to know about vibe coding Scale to one: How Fluid solves cold starts Addressing security & quality issues with MCP tools - Vercel AI agents at scale: Rox’s Vercel-powered revenue operating system Agentic Infrastructure Zero Data Retention on AI Gateway Optimizing Vercel Sandbox snapshots How Waldium made a blog platform work for humans and AI alike How FLORA shipped a creative agent on Vercel's AI stack Agent responsibly Making Turborepo 96% faster with agents, sandboxes, and humans Unified reporting for all AI Gateway usage new.website joins forces with v0 SERHANT.'s playbook for rapid AI iteration Two startups at global scale without DevOps Chat SDK brings agents to your users 360 billion tokens, 3 million customers, 6 engineers Meet the 2026 Vercel AI Accelerator Cohort Build knowledge agents without embeddings
Introducing deeper integrations for feature flags in Vercel - Vercel – Vercel
2024-05-23 · via Vercel News

4 min read

Introducing a platform-wide understanding of feature flags and an experimental Next.js design pattern.

Feature flags help teams to release with confidence, safely roll out changes, and test efficiently, improving collaboration and accelerating development cycles. If you use tools like LaunchDarkly, Statsig, Split, or Optimizely to create feature flags, we're making integrating them into your Vercel workflows as easy as possible.

We started with Edge Config, allowing you to bring your own flags and enjoy faster load times. By bootstrapping flags directly from Edge Config, without going over the network, you can achieve speeds at least twice as fast as loading them directly from providers.

To further enhance the developer experience, we tackled the inconvenient process of working with feature flags. Instead of requiring you to sign in to external dashboards for even minor, temporary adjustments, we introduced the ability to override feature flags directly from the Vercel Toolbar. This eliminates the need to switch tabs to log in to your external flag provider and is already improving workflows for companies like Notion and Leonardo.Ai.

Today, we're excited to announce a deeper integration with our Developer Experience Platform, along with an experimental Next.js design pattern, to take your feature flag experience to the next level.

Link to headingOverride your flags from the Vercel Toolbar

Vercel can query an API Route defined in your application to find out about your feature flags and pick up their values by scanning the DOM for script tags. From there, you can override them from the Vercel Toolbar, per session, for shorter feedback loops and improved QA and testing. Additionally, the overrides will be stored in an optionally encrypted cookie so your application can respect them.

Teams like Notion have already started improving their feature flag workflows on Vercel, with the ability to override their flags from the Vercel Toolbar. Notion's recent homepage redesign rollout was powered by this functionality.

Working with our feature flags in Vercel boosts our ability to quickly and safely iterate on experiments and features in development. The best part? It just works. It feels so magical during our development process.

Tanner Godarzi, Frontend Engineer at Notion

Since this initial release, we have also added the ability to recommend branch-based feature flag overrides in order to equip your team and quickly share work in development. The toolbar will suggest flag overrides to team members working on the branch locally or when visiting a branch Preview Deployment.

As part of that change, we’ve also improved the onboarding for setting up and integrating feature flags into the toolbar.

Link to headingIntegration with the DX Platform

Now in beta, your flags are integrated with Vercel Web Analytics and Runtime Logs.

You can filter and break down your site's page views and custom analytics events by feature flags, helping you gain a deeper understanding of how your flags will impact your users. This granular level of analysis in Web Analytics empowers data-driven decisions, allowing you to optimize your experiments for maximum impact, regardless of your chosen flags provider.

Flags are directly integrated with Vercel Web Analytics and Runtime Logs.Flags are directly integrated with Vercel Web Analytics and Runtime Logs.

Flags are directly integrated with Vercel Web Analytics and Runtime Logs.

@vercel/flags lets you integrate with the toolbar and platform. Check out the example repository.

import { reportValue } from "@vercel/flags"

reportValue("summer-sale", true)

Integrating with Runtime Logs.

By surfacing this information directly in your logs, you're provided with invaluable context for debugging and troubleshooting. By understanding the precise conditions under which an error occurs, you can resolve issues faster and ensure a seamless user experience.

import { FlagValues } from '@vercel/flags/react';

<FlagValues values={{ "summer-sale": true }} />

Integrating with Web Analytics.

Soon, you’ll also be able to change a flag in production and instantly see how it affects your Web Vitals in real-time in your Speed Insights.

Link to headingFeature flags as code

Traditional client-side feature flag implementations often lead to performance issues like loading spinners, flashing the wrong experiment, and layout shifts. This is called jank, and it negatively impacts your user experience and SEO.

We believe server-side experimentation is the better method. Companies want to do server-side experimentation but don't have the right tools today to make this easy, fast, and maintainable, which is why we’re working on a new design pattern. We've implemented this approach of working with feature flags in code for Next.js in our @vercel/flags/next package, and we're working on a SvelteKit implementation as well.

Your feature flag providers give you flag values, but they don't have opinions about usage. This design pattern encodes our best practices, which avoid all those pitfalls and makes it way more approachable.

  • @vercel/flags/react: Helper functions to integrate with the toolbar and platform

  • @vercel/flags/next: Implements our flags patterns for Next.js

import { unstable_flag as flag } from "@vercel/flags/next"

export const showSummerSale = flag({​​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌‍​‌‍‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​‌‍‌‍‌‌‌‌‍​​‍‍‌‍​‌‍‌‍‌​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍​‍‌‍​‌‌​​‌‍‍‌​‍‌‍​‍‌‍​‌‍‌‍‌​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‌‍‌‌​‌​‌‌‌‌‌‍​‌​‌‍‌​​‌​‌‌‍‌‍‍​​‌​​​‌​‌​‌‍‌‍‍​​​​​​‍‌‍‍‍‌‍‍‌‌‍‌‌‌‌‍‌​‌​‌‌‍‍​​​‍‌‍‌‌​​‌‌‍‌‌​‍​‍‌‌

key: 'summer-sale',​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌‍​‌‍‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​‌‍‌‍‌‌‌‌‍​​‍‍‌‍​‌‍‌‍‌​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍​‍‌‍​‌‌​​‌‍‍‌​‍‌‍​‍‌‍​‌‍‌‍‌​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‌‍‌‌​‌​‌‌‌‌‌‍​‌​‌‍‌​​‌​‌‌‍‌‍‍​​‌​​​‌​‌​‌‍‌‍‍​​​​​​‍‌‍‍‍‌‍‍‌‌‍‌‌‌‌‍‌​‌​‌‌‍‍​​​‍‌‍‌‌​​‌‌‍‌‌​‍​‍‌‌

async decide() {​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌‍​‌‍‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​‌‍‌‍‌‌‌‌‍​​‍‍‌‍​‌‍‌‍‌​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍​‍‌‍​‌‌​​‌‍‍‌​‍‌‍​‍‌‍​‌‍‌‍‌​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‌‍‌‌​‌​‌‌‌‌‌‍​‌​‌‍‌​​‌​‌‌‍‌‍‍​​‌​​​‌​‌​‌‍‌‍‍​​​​​​‍‌‍‍‍‌‍‍‌‌‍‌‌‌‌‍‌​‌​‌‌‍‍​​​‍‌‍‌‌​​‌‌‍‌‌​‍​‍‌‌

return false;​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌‍​‌‍‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​‌‍‌‍‌‌‌‌‍​​‍‍‌‍​‌‍‌‍‌​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍​‍‌‍​‌‌​​‌‍‍‌​‍‌‍​‍‌‍​‌‍‌‍‌​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‌‍‌‌​‌​‌‌‌‌‌‍​‌​‌‍‌​​‌​‌‌‍‌‍‍​​‌​​​‌​‌​‌‍‌‍‍​​​​​​‍‌‍‍‍‌‍‍‌‌‍‌‌‌‌‍‌​‌​‌‌‍‍​​​‍‌‍‌‌​​‌‌‍‌‌​‍​‍‌‌

},​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌‍​‌‍‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​‌‍‌‍‌‌‌‌‍​​‍‍‌‍​‌‍‌‍‌​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍​‍‌‍​‌‌​​‌‍‍‌​‍‌‍​‍‌‍​‌‍‌‍‌​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‌‍‌‌​‌​‌‌‌‌‌‍​‌​‌‍‌​​‌​‌‌‍‌‍‍​​‌​​​‌​‌​‌‍‌‍‍​​​​​​‍‌‍‍‍‌‍‍‌‌‍‌‌‌‌‍‌​‌​‌‌‍‍​​​‍‌‍‌‌​​‌‌‍‌‌​‍​‍‌‌

});‍​​​​

Declaring your own feature flag.

import { showSummerSale } from "@/flags"

export async function Banner() {

const summerSale = await showSummerSale()

return summerSale ? <SummerSaleBanner /> : <RegularBanner />;

}

Using a feature flag.

In addition, we also established a new pattern that allows Middleware to decide which prerendered version of a page to show. This means you can eliminate layout shifts and jank typically caused by client-side experimentation. We refer to this approach of predetermining the feature flags' values and making routing decisions in Middleware as precomputing flags.

This experimental pattern enables server-side experimentation, routing users to statically generated pages tailored to their specific experiment group. This approach works even when multiple feature flags and experiments are present on the same page and delivers better performance, eliminates layout shifts, and ensures accurate experimentation results. We're sharing our approach to working with flags in code early, and we look forward to your feedback.

Check out the SDK

Start experimenting server-side, with better performance and less jank.

View the docs

We're excited to equip developers with these powerful new tools for working with feature flags. By seamlessly integrating with your existing workflows and providing deeper insights into user behavior, Vercel enables you to ship safely, experiment smarter, and build truly exceptional web experiences.

Start interacting with your application’s feature flags.

Unlock the new workflow today: Use the Vercel Toolbar to read and set feature flag overrides for your application.

Get started