Vibewrangler
Check my app
The trust layer for AI-built software

Round up your
vibe code.
Brand it ready.

Built your app with AI? Find out how production-ready it really is — security, secrets, reliability, scale — in 60 seconds. No code access. No sign-up to start.

Check my app — free

6 quick questions · instant readiness grade · private & free

60s
to your grade
6
risk areas checked
100%
private — no code needed

The problem

AI gets you 80% there.
The last 20% is where apps break.

Vibe coding ships fast. But production needs more than "it works on my machine." Here's what we check for.

Exposed secrets

API keys hardcoded or committed in .env. One leak away from disaster — AI rarely warns you.

No input validation

User input goes straight to your database or API. Injection, bad data, crashes.

Weak access control

Auth that's client-side only — or missing. Private data leaks to anyone who looks.

Missing error handling

One unexpected input shows raw stack traces or takes the whole app down.

Won't scale

Works for 10 users, falls over at 100. AI optimizes for 'works' not 'holds up'.

Breaks on deploy

Runs on your machine, dies in production. Env vars missing, build fails, DB won't connect.

How it works

Simple check. Straight answers.

No calls, no contracts to find out where you stand. Take the check and decide from there.

01

Take the check

Answer 6 plain-English questions about your app. No code, no repo access, 60 seconds.

02

Get your grade

See your production-readiness score across 6 risk areas, plus the exact issues holding you back.

03

Brand it ready

Get your fix plan — DIY it, or have a wrangler make it production-ready for a flat rate.

Check my app — free

Pricing

Start free. Fix flat.

No hourly billing. No scope creep. Just results.

Free Check

$0

Your 60-second readiness grade and the risks holding you back.

  • 6-area readiness grade
  • Your flagged risks
  • No code access needed
Start free check
Most popular

Code Rescue

$199flat

We make it production-ready. Critical fixes, hardening, and a clean handoff.

  • Security & secrets hardening
  • Input validation + error handling
  • Deployment help
  • Summary of every change
  • Satisfaction guarantee
Get started

Trail Watch

$19/mo

Stay branded. Ongoing checks and alerts as you keep building.

  • Re-check anytime
  • New-risk alerts
  • Priority rescue rates
Keep watch

Bigger or business-critical app? Let's talk.

FAQ

Questions? Answers.

Nope. The free check is a guided self-assessment — a few plain-English questions about your app. No code access, no making your repo public. If you choose a full rescue later, we work privately and will happily sign an NDA.
The check is built around the issues that most often break AI-built apps in production — secrets, validation, access control, error handling, scale, and deploy. Your answers map to a real risk profile. A full rescue includes a hands-on audit that goes deeper.
The critical stuff: exposed secrets, missing input validation and authorization, poor error handling, scaling issues, and deployment problems. We harden it, clean it up, and hand back production-ready code with a summary of every change.
Modern web stacks: Next.js, React, Vite, Node.js, Python, and Go, plus common databases and APIs. Built with something else? Ask — we probably cover it.
Satisfaction guaranteed. If we can't meaningfully improve your app or you're not happy with the result, we refund you in full. No questions asked.

Find out if it's
ready to ride.

Stop wondering what AI missed. Get your readiness grade in 60 seconds — free.

Check my app — free

No code access · No sign-up to start · Private