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NewsTopic · Vercel安全审查功能Material2 min readDisconfirmAI Editorial

Vercel Launches Public Beta of Security Review: AI Automatically Audits Every Code Push

Vercel releases Security Review in public beta, integrating AI-driven vulnerability detection and automated fixes directly into the GitHub push workflow.

Verified 2026-11-04 17:50 GMT+8

US cloud development platform Vercel has announced that its "Security Review" feature is now in public beta for Pro and Enterprise teams. The tool aims to integrate AI-driven security analysis directly into the daily code submission process, rather than serving only as an after-the-fact audit or an add-on check for pull requests.

Unlike traditional scans based on pull requests, Security Review is triggered by push events to connected GitHub repositories. This means that both regular commits and direct force pushes to production branches undergo immediate automated vulnerability review. Each finding records the project, environment, branch, and commit, accompanied by an AI-generated severity rating and a suggested fix.

In the remediation phase, developers can click "Fix with Vercel Agent," allowing Vercel's AI agent to propose a fix and open a pull request for human review, ensuring nothing merges without approval. Additionally, teams can write security policies in plain language to provide context for the AI review.

Vercel explicitly notes the limitations: the tool analyzes source code only, does not perform runtime or penetration testing, and therefore cannot replace a full security audit nor guarantee an application is free of vulnerabilities. Pricing is billed at the Vercel Agent rate, including underlying model inference costs plus a Vercel Token Rate of $0.25 per million tokens. Reviews are free until November 10, 2026, but subsequent usage will incur costs scaling with push frequency and code change volume.

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Vercel安全审查功能

【背景】随着AI代理在代码生成中的普及,传统安全扫描难以覆盖每次推送的细微变更。2026年11月3日,美国云开发平台Vercel推出Security Review公测版,将其集成至Vercel Agent中。该功能针对Pro和Enterpr…

4 steps2 piecesUpdated 2026-11-04 18:11

How it got here

  1. 2026-11-03Vercel通过官方博客和X账号宣布Security Review进入公测阶段,定位为Vercel Agent的新能力,支持Pro和Enterprise团队。x.com ↗
  2. 2026-11-04Vercel发布详细技术文档,说明Security Review如何触发于GitHub Push事件,并通过读取Diff上下文来识别逻辑漏洞,而非仅依赖模式匹配。vercel.com ↗
  3. 2026-11-04更新日志披露定价细节:扫描本身在2026年11月10日前免费,之后按Vercel Agent费率收费($0.25/百万Token);修复操作始终按Agent费率计费。vercel.com ↗

What is still unsettled

  • 独立基准测试数据尚未公开,Vercel声称的‘秒级’扫描速度和逻辑漏洞检出率需用户实际验证。
  • 对于大型Monorepo,频繁Push导致的Token成本是否可控,目前缺乏典型场景的成本估算案例。

Also in this thread

  • Vercel Launches Security Review Beta: AI Agents Scan and Fix Code Vulnerabilities on Push2026-11-04
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