https://verificate.ai/_next/static/chunks/pages/articles/ai-code-gate-zh-1293a7deaffc20fd.js

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1,7783:(e,t,r)=>{"use strict";r.r(t),r.d(t,{default:()=>c});var i=r(7876),s=r(8230),n=r.n(s),a=r(5543);let l={slug:"/articles/ai-code-gate-zh",title:"AI 写了代码，谁来检查？ — Verificate MCP",h1:"AI 写了代码，谁来检查？",description:"AI 助手写个 mock 就说“完成了”，调用根本不存在的 API，写出在高负载下崩溃的 N+1 循环。Verificate 是一个 MCP 服务器，在这些进入你的代码库之前就把它们拦下。免费试用，无需注册。",datePublished:"2026-08-05",readMinutes:4,image:"https://verificate.ai/og-mcp.png",faq:[{q:"Verificate 是什么？",a:"面向 AI 编写代码的合入门禁——一个 MCP 服务器，先跑 17 道确定性现实闸门，再由前沿模型评审，返回“通过/拒绝”裁决。支持 Claude Code、Cursor、Cline 及任何 MCP 客户端。"},{q:"免费吗？",a:"是——每台机器 100 次验证，无需注册、无需信用卡。之后可开启 30 天试用（无需信用卡），再后为 $30/月。"},{q:"这只是个 linter 吗？",a:"不是。Linter 基于规则。Verificate 的确定性闸门会对 mock/占位符、虚构 API 和虚假的“已完成”声明一票否决，随后由模型评审性能与可靠性——而且无法被经过提示注入的答复“说服”。"}]};function c(){return(0,i.jsxs)(a.m7,{meta:l,children:[(0,i.jsxs)(a.P,{children:["你在“凭感觉编码”（vibe coding）——描述想法，AI 写出代码。很快，也确实能跑——直到三种情况之一进入",(0,i.jsx)(a.OH,{children:"生产环境"}),"：一个假的退款逻辑，其实并没有真正转账；一个根本不存在的 SDK 调用；或者一个 通过了所有测试、却在高负载下崩溃的 N+1 循环。"]}),(0,i.jsxs)(a.P,{children:["真正的问题不是写代码——而是",(0,i.jsx)(a.OH,{children:"没检查就合入"}),"。而逐行亲自审查每个 diff，又把凭感觉编码的所有 效率优势还了回去。"]}),(0,i.jsx)(a.H2,{children:"Verificate：一道拥有一票否决权的合入门禁"}),(0,i.jsxs)(a.P,{children:["Verificate 是一个 MCP 服务器。它先对每一处 AI 编写的改动运行 ",(0,i.jsx)(a.OH,{children:"17 道确定性现实闸门"}),"（mock/占位符否决、虚构 API 检测、虚假“已完成”检测）——其中任意一道都可拒绝，且任何模型都无法覆盖； 随后由前沿模型对通过的部分打分。"]}),(0,i.jsx)(a.P,{children:"来自生产网关的一条真实拒绝记录，原文如下："}),(0,i.jsx)(a.Cy,{label:"validate_ai_output \xb7 REJECTED 30/100",code:"- [code_reality_gate] 检测到 Mock 实现\n- 严重：stripe.Inventory.update 在 Stripe SDK 中并不存在——\n  运行时会立即抛出 AttributeError\n- 高：退款逻辑是 mock 的——没有任何资金发生转移"}),(0,i.jsx)(a.P,{children:"每一条，若不拦截，都是一下午的线上排障——在这里，只是几秒钟和一次重新提示。"}),(0,i.jsx)(a.H2,{children:"30 秒接入——无需注册"}),(0,i.jsx)(a.P,{children:"Claude Code 一行命令："}),(0,i.jsx)(a.Cy,{label:"Claude Code",code:"claude mcp add --transport http verificate https://mcp.verificate.ai/mcp"}),(0,i.jsxs)(a.P,{children:["Cursor / VS Code / 任意 MCP 客户端一键接入："," ",(0,i.jsx)(n(),{href:"/gate",className:"text-[#8CCB43] hover:underline",children:"verificate.ai/gate"}),"。每台机器",(0,i.jsx)(a.OH,{children:" 100 次免费验证"}),"——无需账号、无需信用卡、无需令牌。"]}),(0,i.jsx)(a.Pq,{children:"你的代码只被分析，绝不执行，也绝不用于训练模型。让它在第一次检查时就替你抓出一个真实的 bug——然后再做决定。"}),(0,i.jsxs)(a.P,{children:["AI 负责写；门禁负责守住底线；你负责发布。"," ",(0,i.jsx)(n(),{href:"/gate",className:"text-[#8CCB43] hover:underline",children:"添加 Verificate"}),"。"]})]})}}},e=>{e.O(0,[8096,8799,636,8792],()=>e(e.s=2886)),_N_E=e.O()}]);