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Trusted by AI-first founders

From AI prototype to production in days, not months.

You shipped a prototype with Lovable, Bolt, v0, or Cursor in a weekend. We turn it into software that's fast, secure, and monitored — so you can charge money for it without lying awake at night.

24-hour first responseFixed scope, fixed priceNo long-term contract
api/orders/route.tsAPI
1 export async function GET() {
2- const orders = await db.order.findMany()
3- for (const o of orders)
4- o.user = await db.user.find(o.userId)
5+ const orders = await db.order.findMany({
6+ include: { user: true },
7+ })
8 return Response.json(orders)
9 }
Deployed · 62% faster401 → 2 queries
70+
AI-built apps shipped
4.1×
Median speedup
< 1 wk
Typical turnaround

The Gen2Prod pipeline

AI build
Refactor
Optimize
Secure
Deploy
Monitor

Productionizing code from every major AI builder

LovableBoltv0CursorClaudeChatGPTReplitWindsurfLovableBoltv0CursorClaudeChatGPTReplitWindsurf

What we do

Everything between demo and production

Eight things AI builders almost always need before real users show up. Take one, take all — we scope to your codebase.

Refactor & cleanup

Most requested

We untangle god-components, kill duplicated logic, and reshape the architecture into small, testable pieces you can actually grow — without changing what your users see.

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Performance tuning

Sub-second loads on real data. We profile the slow paths, add caching and code-splitting, and trim the bundle so the app feels instant under real traffic.

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Database & queries

We kill N+1 queries, add the right indexes, and batch the calls that melt under load — so your database stays fast as you grow from ten users to ten thousand.

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Security hardening

Critical

Locked-down auth, server-side validation, rate limiting, and secrets moved out of the client into a managed vault. We close the holes AI builders leave open.

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Deploy & CI/CD

One-command deploys to production with CI/CD, custom domains, preview environments, and environment variables configured correctly the first time.

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Monitoring & alerts

Ongoing

Uptime checks, error tracking, and performance alerts wired to email or Slack — so you hear about problems before your customers do.

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AI feature build-out

Ship the AI features you sketched — streaming responses, RAG, tool use, and agents — built on the latest Claude models with proper cost and latency controls.

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Handoff & docs

Clean commit history, a documented data model, and a README your next developer will thank you for. You own everything, and you can keep building.

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The gap

AI gets you a demo. We get you a product.

AI tools are brilliant at the first draft. The distance between “it works on my screen” and “it's ready for paying customers” is exactly what we close — without throwing away what you've built.

!What AI builders get stuck on

Pages that crawl once real data loads
One 1,200-line file nobody dares touch
The same logic copy-pasted ten times
Database queries that melt under traffic
Open auth holes and leaking API keys
No deploy pipeline — you drag-and-drop
Zero monitoring, so you find out from users

What Gen2Prod delivers

Clean, modular architecture you can grow
Sub-second loads on real-world data
Indexed, optimized database queries
Locked-down auth and secret management
One-command CI/CD to production
Alerts and monitoring before users notice
A senior engineer on call when you need one

How it works

A clear path from repo to launch

Four steps, no surprises. You'll know the plan and the price before we touch a line of code.

0124 hours

Audit

A senior engineer reviews your repo and hands you a prioritized, plain-English readiness report. No jargon, no upsell — just what's risky and what it takes to fix.

022–5 days

Refactor

We clean the architecture, kill duplication, harden security, and tune every query that matters for real traffic — without breaking what already works.

03same day

Launch

We ship to production with CI/CD, custom domains, and environment variables configured correctly the first time. You watch it go live on a call.

04ongoing

Support

Optional monitoring, alerts, bug fixes, and performance tuning so your product stays fast and healthy while you focus on customers.

Real results

The difference is measurable

Same product, same idea — rebuilt underneath so it's fast, safe, and ready for real traffic.

Before
4.8s to first paint
1,200-line God component
N+1 queries on every page
Deploys by hand, fingers crossed
No error tracking at all
Secrets hard-coded in the client
After
1.1s to first paint
Small, testable components
Batched, indexed queries
One-command CI/CD deploys
Real-time error alerts
Secrets in a managed vault
24h
Average first response
Typical performance gain
100%
Ownership stays with you
0
Rebuilds from scratch needed

In their words

Founders who finally hit publish

I built the whole thing in Lovable but was terrified to launch. Gen2Prod made it fast, secure, and actually shippable in under a week. I finally hit publish.

PNPriya N.Non-technical founder

They found query issues I'd never have caught and set up monitoring so I sleep at night. It felt like hiring a senior team for a fraction of the cost.

MDMarcus D.Solo indie hacker

My v0 frontend looked great and fell over at 50 users. Two days later it handled a launch-day spike without a hiccup. Worth every dollar.

ERElena R.Bootstrapped SaaS

Questions

Answers before you ask

All of them. If it was built with Lovable, Bolt, v0, Cursor, Claude, ChatGPT, Replit, or Windsurf — or written by hand — we can work with it. We meet your code exactly where it is, no judgment.

Only when you're comfortable. We can start from a read-only copy and sign an NDA first. You control access at every step and can revoke it any time. Your code always stays yours.

Our engineers work across modern web and mobile: Next.js, React, React Native, Flutter, Node.js, Laravel, PostgreSQL, Supabase, and more. If you're not sure, send us the repo and we'll tell you honestly.

Most audits begin within 24 hours of our first call. A typical production sprint runs 2–5 days depending on scope — and you get a clear timeline and fixed price before any work starts.

Almost never. Rebuilds are expensive and usually unnecessary. We keep what works, fix what's risky, and only recommend a rebuild when the foundation genuinely can't be salvaged — and we'll say so plainly.

We don't disappear at go-live. Optional monthly support covers monitoring, alerts, bug fixes, and performance tuning so your product stays healthy as it grows. Cancel any time.

Your AI-built product deserves a real launch.

Start with a free 15-minute call. We'll tell you honestly what it takes to get you live — no pressure, no jargon.

Senior engineers only · NDA on request · Your code stays yours