https://verificate.ai/_next/static/chunks/pages/articles/vibe-code-to-production-checklist-0290ede9c69b4ab5.js

1(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[1559],{4939:(e,t,a)=>{"use strict";a.r(t),a.d(t,{default:()=>l});var i=a(7876),s=a(8230),r=a.n(s),n=a(5543);let o={slug:"/articles/vibe-code-to-production-checklist",title:"The Vibe Code → Production Checklist: Ship Your MVP Without a Dev Team",h1:"Vibe code → production: the checklist",description:"Your AI-built MVP works as a demo — from Lovable, Bolt, v0, Replit, Cursor or ChatGPT. This is the launch checklist that replaces the senior dev team you don't have: the five defect classes that kill vibe-coded launches, and the automated gate that catches them.",datePublished:"2026-08-03",readMinutes:8,image:"https://verificate.ai/og-mcp.png",faq:[{q:"Can a vibe-coded app really go to production?",a:"Yes — the code AI writes is usually structurally fine. What it lacks is the review layer: the checks a senior team runs for faked flows, invented APIs, load behavior and failure handling. Add that layer (automated, with veto power) and the demo-to-production gap closes for most MVPs."},{q:"What should I check before launching an AI-built MVP?",a:"Five classes: mocked/placeholder paths still in the code, hallucinated SDK/API calls, performance under real load (N+1 loops, blocking I/O), failure handling (partial failures, missing transactions), and money math (float currency errors). Each is invisible in a demo and fatal at launch."},{q:"Do I need to read the code myself?",a:"No — that's the point of an automated gate. You need every change to pass a reviewer that can't be sweet-talked. Deterministic gates veto mocks and invented APIs outright; a frontier-model review scores the rest. You read verdicts, not diffs."}]};function l(){return(0,i.jsxs)(n.m7,{meta:o,children:[(0,i.jsxs)(n.P,{children:["However you built it — Lovable, Bolt, v0, Replit Agent, Cursor, or a long ChatGPT session — you now have the same asset and the same problem: ",(0,i.jsx)(n.OH,{children:"an MVP that demos perfectly, and no experienced dev team to tell you whether it survives contact with real users."})," Funded startups buy that judgment with headcount. This checklist is that judgment, in order, with the parts that automate automated."]}),(0,i.jsx)(n.H2,{children:"The five defect classes that kill vibe-coded launches"}),(0,i.jsx)(n.UL,{items:[(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.OH,{children:"1. Faked flows."})," The most common and the most dangerous: a payment, email or sync path that returns success without doing the work. The model mocks what it couldn't finish and reports done. Your demo can't tell; your first customer can."]}),(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.OH,{children:"2. Invented APIs."})," Plausible SDK calls that don't exist — verbatim from a real review: ",(0,i.jsx)("em",{children:"“stripe.Inventory is not a valid Stripe SDK resource.”"})]}),(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.OH,{children:"3. Demo-scale performance."})," ",(0,i.jsx)("em",{children:"“100 sequential HTTP roundtrips, ~10–20 seconds, blocking the event loop”"})," — invisible with one user, fatal with a hundred."]}),(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.OH,{children:"4. No failure handling."})," Happy-path code: one API hiccup mid-flow leaves half-written data and no recovery. Demos never hit this; production hits it in week one."]}),(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.OH,{children:"5. Money math."})," Float dollars where the processor takes integer cents — rounding errors that surface as reconciliation mismatches you can't explain."]})]}),(0,i.jsx)(n.H2,{children:"The checklist"}),(0,i.jsxs)(n.P,{children:[(0,i.jsx)(n.OH,{children:"Step 0 — get the code somewhere reviewable."})," Lovable and v0: sync/export to GitHub. Bolt and Replit: download or push the repo. Open it in Cursor, Claude Code, VS Code or Windsurf — you won't be reading it; your gate will."]}),(0,i.jsxs)(n.P,{children:[(0,i.jsx)(n.OH,{children:"Step 1 — install the reviewer (30 seconds)."})," ",(0,i.jsx)(r(),{href:"/gate",className:"text-[#8CCB43] hover:underline",children:"One click for Cursor, VS Code, LM Studio or Goose"}),", or one line for Claude Code. ",(0,i.jsx)(n.OH,{children:"100 free validations per machine, no signup"})," — enough to run this whole checklist."]}),(0,i.jsxs)(n.P,{children:[(0,i.jsx)(n.OH,{children:"Step 2 — gate the critical flows first."})," Ask your assistant to validate, one at a time: the payment path, the signup/auth path, anything that writes user data, anything that calls external APIs. ",(0,i.jsx)("em",{children:"“Validate the checkout flow with verificate”"})," — fix what it rejects, re-validate until approved."]}),(0,i.jsxs)(n.P,{children:[(0,i.jsx)(n.OH,{children:"Step 3 — make the gate permanent."})," One standing rule turns launch review into continuous review:"]}

1),(0,i.jsx)(n.Cy,{label:"Paste into CLAUDE.md / .cursor rules",code:"Before presenting any substantive code change as complete:\n1. Call validate_ai_output on the change.\n2. If REJECTED: fix every finding and re-validate. Never skip silently.\n3. Report what the gate caught - visibly, every time."}),(0,i.jsxs)(n.P,{children:[(0,i.jsx)(n.OH,{children:"Step 4 — the non-code launch basics."})," The gate reviews code; you still own: environment secrets out of the repo, a real database backup, error monitoring (Sentry-class), and a rollback path (your platform's deploy history usually is one). One afternoon, once."]}),(0,i.jsx)(n.H2,{children:"What “reviewed” actually means here"}),(0,i.jsxs)(n.P,{children:["Verificate runs ",(0,i.jsx)(n.OH,{children:"17 deterministic reality gates"})," — mock/placeholder veto, invented-API checks, false-“done” detection — and any single gate can veto with no appeal. What survives is scored by a frontier-model review against the standards senior engineers use (ISO/IEC 25010: performance, reliability, scalability). Binary verdict, severity-ranked findings, production arithmetic included. Your assistant fixes and re-validates; you watch verdicts turn from REJECTED to APPROVED."]}),(0,i.jsx)(n.Pq,{children:"A senior review team is roughly $500k a year. This layer is $30 a month, and the checklist above fits inside the free 100 validations. The idea was yours; the demo is real; the review layer is now the easy part."}),(0,i.jsxs)(n.P,{children:["Start with your scariest flow: ",(0,i.jsx)(r(),{href:"/gate",className:"text-[#8CCB43] hover:underline",children:"install the gate"}),", validate the payment path, and let the first rejection show you what you were about to ship."]})]})}},5543:(e,t,a)=>{"use strict";a.d(t,{Cy:()=>f,H2:()=>u,OH:()=>x,P:()=>m,Pq:()=>g,UL:()=>p,m7:()=>w});var i=a(7876),s=a(8230),r=a.n(s),n=a(8419),o=a(6075),l=a(6887),d=a(1298),c=a(8558),h=a(8300);function u(e){let{children:t}=e;return(0,i.jsx)("h2",{className:"mt-12 text-2xl md:text-[28px] font-bold text-white tracking-tight",children:t})}function m(e){let{children:t}=e;return(0,i.jsx)("p",{className:"mt-5 text-[15.5px] text-white/60 leading-relaxed",children:t})}function x(e){let{children:t}=e;return(0,i.jsx)("strong",{className:"text-white font-semibold",children:t})}function p(e){let{items:t}=e;return(0,i.jsx)("ul",{className:"mt-5 space-y-2.5",children:t.map((e,t)=>(0,i.jsxs)("li",{className:"flex gap-3 text-[15.5px] text-white/60 leading-relaxed",children:[(0,i.jsx)("span",{className:"mt-[9px] w-1.5 h-1.5 rounded-full bg-[#8CCB43] shrink-0"}),(0,i.jsx)("span",{children:e})]},t))})}function f(e){let{label:t,code:a}=e;return(0,i.jsxs)("div",{className:"mt-6 rounded-2xl border border-white/[0.08] bg-[#0C0F0A] overflow-hidden",children:[(0,i.jsx)("div",{className:"px-5 py-2.5 border-b border-white/[0.06] font-mono text-xs text-white/45",children:t}),(0,i.jsx)("pre",{className:"px-5 py-4 overflow-x-auto text-[13px] leading-relaxed font-mono text-white/80",children:(0,i.jsx)("code",{children:a})})]})}function g(e){let{children:t}=e;return(0,i.jsx)("div",{className:"mt-6 rounded-2xl border border-[#2C3D1B] bg-[#12190C] px-6 py-5 text-[15px] text-white/70 leading-relaxed",children:t})}function w(e){var t,a,s,u,m;let{meta:x,children:p}=e,f=[{"@context":"https://schema.org","@type":null!=(m=x.type)?m:"TechArticle",headline:x.h1,description:x.description,url:"".concat(h.W6).concat(x.slug),datePublished:x.datePublished,dateModified:x.datePublished,author:x.author?{"@type":"Person",name:x.author.name,...x.author.url?{url:x.author.url}:{},worksFor:{"@type":"Organization",name:"Verificate Pty Ltd",url:h.W6}}:{"@type":"Organization",name:"Verificate Pty Ltd",url:h.W6},publisher:{"@type":"Organization",name:"Verificate Pty Ltd",url:h.W6},mainEntityOfPage:"".concat(h.W6).concat(x.slug),...(null==(s=x.keywords)?void 0:s.length)?{keywords:x.keywords.join(", ")}:{},...(null==(u=x.citation)?void 0:u.length)?{citation:x.citation.map(e=>({"@type":"CreativeWork",name:e.name,url:e.url})),isBasedOn:x.citation.map(e=>e.url)}:{}}];return(null==(t=x.faq)?void 0:t.length)&&f.push((0,h.P$)(x.faq)),(0,i.jsxs)("div",{className:"bg-[#080A08] text-white/85 min-h-screen antialiased",children:[(0,i.jsx)(c.A,{title:x.title,path:x.slug,description:x.description,image:x.image,type:"article",jsonLd:f}),(0,i.jsx)(d.Nv,{}),(0,i.jsxs)("main",{id:"main-content",children:[(0,i.jsx)(d.wn,{className:"pt-28 sm:pt-36 pb-4",children:(0,i.jsxs)("div",{className:"max-w-3xl",children:[(0,i.jsxs)("div",{className:"flex items-center gap-3 text-white/40 font-mono text-xs",children:[(0,i.jsx)(r(),{href:"/articles",className:"text-[#8CCB43] hover:underline",children:"Articles"}),(0,i.jsx)("span",{children:"\xb7"}),(0,i.jsx)(r(),{href:"/news",className:"hover:text-[#8CCB43] hover:underline",children:"News & press"}),(0,i.jsx)("span",{children:"\xb7"}),(0,i.jsx)("span",{children:new Date(x.datePublished).toLocaleDateString("en-AU",{year:"numeric",month:"short",day:"numeric"})}),(0,i.jsx)("span",{children:"\xb7"}),(0,i.jsxs)("span",{children:[x.readMinutes," min read"]})]}),(0,i.jsx)("h1",{className:"mt-5 text-3xl sm:text-4xl md:text-[44px] font-bold tracking-tight text-white leading-tight",children:x.h1})]})}),(0,i.jsx)(d.wn,{className:"pb-10",children:(0,i.jsx)("article",{className:"max-w-3xl",children:p})}),(null==(a=x.faq)?void 0:a.length)?(0,i.jsx)(d.wn,{className:"py-10 border-t border-white/[0.06]",children:(0,i.jsxs)("div",{className:"max-w-3xl",children:[(0,i.jsx)(d.YZ,{children:"FAQ"}),(0,i.jsx)("div",{className:"mt-6 space-y-6",children:x.faq.map(e=>(0,i.jsxs)("div",{children:[(0,i.jsx)("h3",{className:"font-bold text-white",children:e.q}),(0,i.jsx)("p",{className:"mt-2 text-[15px] text-white/55 leading-relaxed",children:e.a})]},e.q))})]})}):null,"cti"===x.cta?(0,i.jsx)(d.wn,{className:"py-16",children:(0,i.jsxs)("div",{className:"rounded-3xl border border-[#2C3D1B] bg-gradient-to-b from-[#12190C] to-[#0B0F0A] px-8 md:px-14 py-12 text-center",children:[(0,i.jsx)("h2",{className:"text-2xl md:text-3xl font-bold text-white tracking-tight",children:"Bring a question your AI needs to get right."}),(0,i.jsx)("p",{className:"mt-4 text-white/60 max-w-2xl mx-auto",children:"Compile-Time Inference prepares your records before questions arrive, so supported answers and decisions can be checked against their evidence. 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