TThrive CodingGet free scan →
For AI-assisted builders

Built it with AI?
Know what's blocking your launch.

Thrive Coding scans your AI-built app for the security gaps, compliance risks, and launch blockers that AI tools miss — so you know exactly what's standing between your prototype and a real launch, before your users find out.

Cursor
Replit
Claude
v0
Windsurf
GitHub Copilot
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Dependency risks3 outdated, 1 vulnerable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 the scan covers

Everything one scan checks, ranked by what matters.

One report. Every blocker between your prototype and a real launch.

Launch-Readiness Scan

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

Start here · free

Security & Secrets

Exposed keys, weak auth, insecure defaults — the gaps AI tools miss most often, flagged before they ship.

Compliance Gaps

SOC 2, GDPR, HIPAA, and PII handling — flagged before they become a legal problem, not after.

Infra & Hosting Fit

A clear recommendation on where and how to host, based on what your app actually needs.

Dependency & Performance Risk

Outdated packages, missing rate limits, and the performance issues that only show up under real traffic.

Prioritized Fix List

Not just a wall of findings — a ranked list of what to fix first, and why.

How it works

Four steps from draft to launch-ready.

  • 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

    You get a prioritized fix list

    Every blocker ranked by severity, with exactly what to fix and why — yours to act on, no obligation.

  • 04

    Fix it, then scan again

    Use the report on your own timeline. Buy more scan credits any time you ship a major change or want to verify a fix.

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 safely.

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

Not another AI tool.
The scan that catches what AI tools miss.

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
  • Flag security, perf & infra risks
  • Recommend the right host
  • Re-scan any time you ship

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.

1 scan credit covers up to 10,000 lines of code. Buy more as you need them — no subscription, credits valid for 12 months.

Free Scan

Free

1 scan credit — up to 10,000 lines of code.

  • Full code & infra audit
  • Security & secret scan
  • Compliance risk flags
  • Prioritized fix list
Get free scan

Starter

$49

3 scan credits — $16.33 per credit.

  • Everything in Free Scan
  • 3 scan credits
  • Up to 10,000 lines per credit
  • 12-month credit expiry
Get Starter
Most popular

Growth

$149

10 scan credits — $14.90 per credit.

  • Everything in Starter
  • 10 scan credits
  • Up to 10,000 lines per credit
  • 12-month credit expiry
Get Growth

Scale

$399

30 scan credits — $13.30 per credit.

  • Everything in Growth
  • 30 scan credits
  • Up to 10,000 lines per credit
  • Best for agencies & studios
Get Scale
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'll run the scan and send you the report.

Do you fix the issues you find?+

No — the scan gives you a clear, prioritized report of exactly what to fix and why. You (or your team) implement the fixes; buy another scan credit any time to check your progress.

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 scan 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 get a clear, prioritized report of every launch blocker we found, ranked by severity. Fix them yourself, on your own timeline — then run another scan any time to check your progress.

What's a scan credit?+

One credit covers a scan of up to 10,000 lines of code. Bigger repos use more than one credit, rounded up. Credits are valid for 12 months from purchase.

What makes you qualified to run this?+

We've been building and securing production software since before AI could write code — so we know exactly where AI tools tend to cut corners, and our scans prioritize catching those first.

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