Vercel 出了个新工具，每次 git push 自动扫漏洞，发现问题用 Vercel Agent 一键修复，写代码的可以试试。
Vercel 推出 Vercel Security Review 公开测试版，功能是在每次代码推送时自动运行漏洞审查。发现的问题可以通过 Vercel Agent 一键生成修复。该工具以公测形式上线，面向所有使用 Vercel 部署流程的开发团队。
Today we are launching Vercel Security Review in public beta.
Run vulnerability reviews on every push, and ship fixes in one click with Vercel Agent.
Read the blog → https://t.co/Uc5Aw9d1Q7 https://t.co/hB3paqs8Qn
Vercel 给 CLI 加了个 doctor 命令，专门给 AI Agent 用，能自己找出配置问题还给出修复命令，写 CLI 的都可以学这招。
Vercel 把内部用的安全审计智能体做成产品了，每次 push 自动查漏洞还能一键修复，不用部署在 Vercel 也能开。
装个 ai-cli，你终端里的 Claude Code 或 Codex 就能直接生成图片视频音频，模型随便换，还带成本控制。
The non-obvious point is that accessibility-tree automation trades some visual accuracy for speed and lower token cost, which could make long-running desktop agents far cheaper to operate. Builders experimenting with computer-use agents should test it against vision-based alternatives like Codex's computer use to see where the accuracy-versus-latency tradeoff lands for their workflows.
