TThrive CodingGet free scan →
For AI-assisted builders

Built it with AI?
We help you launch it for real.

Thrive Coding turns working prototypes into hosted, production-ready apps. We scan your repo, find launch blockers, fix security gaps, and ship you live — without becoming a DevOps expert.

Get a Free Launch-Readiness ScanSee how it works
Trusted by builders using Cursor, Lovable, Bolt, v0 & more
thrive scan ./my-ai-app
LIVE
$ thrive scan./my-ai-app
→ connecting to repo… analyzing…
Detecting frameworkNext.js 16 (App Router)
Package managerpnpm 11
Build commandnext build
Env variables2 missing in .env.example
Hardcoded secrets1 API key in repo
Dependency risks3 outdated, 1 vulnerable
Health check/api/contact responds 200
Hosting targetCloudflare Workers
Generating launch-readiness report…82/100

For apps born with AI tools

CursorLovableBoltReplitClaudeChatGPTv0WindsurfGitHub CopilotCodeiumCursorLovableBoltReplitClaudeChatGPTv0WindsurfGitHub CopilotCodeium
The gap

AI builds your app.
But who launches it?

You built something amazing with AI. It works on your laptop. Now what?

?

Is my app actually safe to put online?

?

Will it break under real users?

?

Where do I host this — Vercel? Cloudflare? Something else?

?

How do I add a database, login, or payments without nuking the code?

?

How do I keep updating it without the AI breaking things?

Most builders never launch — not because the idea is bad, but because the gap between "working code" and "real product" is full of landmines.
We make that gap disappear.
What we do

The bridge from prototype to real product.

Four services that turn working code into a live, safe, scalable app.

Launch-Readiness Scan

We analyze your repo and tell you exactly what's missing, broken, or risky — before users find out.

Start here · free

Deploy & Host Setup

We pick the right stack (Vercel, Cloudflare, Render, AWS) and ship your app live, with CI/CD and rollbacks.

Fix-It Service

Auth, DB, payments, env vars, performance, errors. We get them production-grade without rewriting your AI code.

Maintain & Coach

Ongoing support so you can keep building with AI — without breaking what already ships.

How it works

Four steps from draft to deployed.

  • 01

    Send us your code or live URL

    GitHub repo, ZIP, or just a link to your deployed prototype. No setup needed.

  • 02

    We run a full Launch-Readiness Scan

    Security, performance, hosting fit, missing pieces. You get a clear, prioritized report.

  • 03

    We fix, ship, and host

    We handle deployment, infra, auth, payments and any blockers — without breaking what you built.

  • 04

    You keep building with AI

    We maintain and coach you so future changes don't take it all down.

The scan

What the Launch-Readiness Scan actually checks.

A free report that answers the questions every AI-built project hits — before it goes live.

Will this app actually run reliably online?
Is the code safe — no exposed keys, no leaks?
Does it scale beyond 5 users?
Are auth, payments, database production-ready?
Will it cost $5/month or $5,000/month?
What happens the next time AI refactors the code?
Who it's for

If AI wrote the code, we help you launch it.

Solo foundersBuilding MVPs with Cursor, Lovable, or Bolt.
Designers & PMsShipping ideas without a CS degree.
Indie hackersLaunching apps fast — without infra rabbit holes.
Agencies & studiosProductionizing AI-generated client builds.
Early-stage startupsNo DevOps person yet, but real users tomorrow.
Where we fit

Not another AI tool.
The team that ships what AI builds.

AI Builders

Cursor, Lovable, Bolt…

  • Write code fast
  • Don't fix security gaps
  • Don't deploy or host
  • Don't maintain over time
Thrive

Thrive Coding

The launch layer

  • Scan code for real risks
  • Fix security, perf & infra
  • Pick & ship the right host
  • Ongoing maintenance + coaching

Hosting Platforms

Vercel, Cloudflare…

  • Run your app
  • Don't audit your code
  • Don't fix what AI broke
  • Don't pick the right one for you
Pricing

Simple, transparent. Start with a free scan.

No subscriptions to launch. Pay only when you need us to ship or fix.

Launch-Readiness Scan

Free

Repo or live URL → a clear, prioritized report.

  • Full code & infra audit
  • Security & secret scan
  • Hosting recommendation
  • Prioritized fix list
Get free scan
Most popular

Launch Package

Fixed

We take your AI prototype live, end to end.

  • Everything in Scan
  • Deploy + hosting setup
  • Critical fixes
  • CI/CD + rollback
Talk to us

Fix-It Sprint

Per project

Targeted help for auth, DB, payments or perf.

  • Pinpointed engineering
  • Production-grade refactor
  • No code rewrite
  • Async + sync support
Tell us what's broken

Maintain & Coach

Monthly

Keep shipping with AI — without breaking what's live.

  • Ongoing monitoring
  • Safe AI change reviews
  • Office hours
  • Priority fixes
Stay safe & shipping
FAQ

Questions, answered.

Short answers to the things people ask before getting a scan.

Do I need to know how to code?+

No. If you can describe what you built or send us a link, we take it from there.

Will you rewrite my AI code?+

Only when something is unsafe or broken. We aim to keep your stack intact and make it production-ready.

What kind of apps do you support?+

Web apps and APIs built with modern stacks — Next.js, React, Node, Python, etc. If AI tools build it, we can usually launch it.

How fast is a scan?+

Most scans come back in 1–2 business days with a clear, prioritized report.

What happens after the scan?+

You decide. Use the report yourself, or have us ship the fixes and launch. No obligation.

Get started

Get your free Launch-Readiness Scan.

Tell us about your project. We'll send a clear, prioritized report — no obligation, no upsell.

  • · Repo or live URL — both work
  • · Reply in 1–2 business days
  • · No credit card, no commitment