Launch readiness for AI-built products

Turn your AI-built app into a launch plan

When the demo works but production still feels risky, VibeFix gives founders and technical leads the evidence they need: what is broken, what is missing, what is risky, and what it will take to ship.

7 minintake to report queue
Read-onlyGitHub or ZIP workflow
Founder + devsummary and file evidence
  • JavaScript, TypeScript, and Python supported
  • Private GitHub repos and ZIP uploads supported
  • No training on your code
  • Get a report, repair prompts, and quote
acme/ai-marketplaceRubberDuck evidence ready
main · 84 files mapped · spec coverage compared · no source stored
Launch Readiness62/100
Security RiskHigh
Missing Features7
Production Blockers5

Highest leverage finding

Payment state can drift from app state

Checkout can succeed while booking and entitlement records remain incomplete after webhook retries.

$4,500 to $7,500
app/api/stripe/webhook/route.tssupabase/policies.sqltests/checkout.spec.ts
Next: make webhook persistence idempotent, add paid-state recovery, then re-scan.

Last-mile failure modes

Where almost-finished apps get stuck

Broken

The AI keeps fixing one thing and breaking another.

Incomplete

The app looks done, but key features are missing.

Risky

Auth, payments, data access, or deploy flows may not be safe.

How it works

Designed for teams that need a decision, not another vague scan.

The report separates product gaps, launch blockers, security-sensitive flows, and the cheapest safe repair sequence so your team can decide what to fix, buy, or defer.

  1. 1Connect repo or upload ZIP
  2. 2Paste your spec or feature list
  3. 3VibeFix analyzes the full codebase
  4. 4Get report, prompts, and quote

Best fit

For builders past the demo and before the expensive rewrite.

You need a launch answer this week

Get a scoped path before spending another sprint chasing generated regressions.

Auth, payments, or admin paths matter

Prioritize the flows that can create customer, revenue, or data exposure risk.

You need a repair budget

Turn messy app state into a repair-budget estimate and concrete deep-review options.

What VibeFix checks

Founder-readable summary, developer-grade evidence.

Missing features
Broken user flows
Auth and data access
Payment risks
Deployment blockers
Minimal safe fix path

Supported V1 stack

Built for the tools founders are using now.

JavaScriptTypeScriptPythonReactNext.jsNode.jsFastAPISupabaseVercelStripeGitHub

Sample report

Boardroom-readable summary, implementation-ready evidence.

Open sample report
Summary
Missing
Security
Fix Plan
Prompts
Quote

Pricing preview

Start with evidence. Escalate only when the scope deserves it.

Free teaser scan

$0

Stack detection, readiness teaser, 3 sample findings, provisional quote.

Full report

$199 to $299

Complete report, fix plan, repair prompts, and repair-budget range.

Deep semantic review

$950 to $1,500

RubberDuck deep review, false-positive reduction, and repair scoping.

Rescue sprint deposits start from $3,500; final repair budgets follow the report estimate.

Read-only GitHub access
Private repos supported
No public repo required
No training on your code
Delete after report available
Deep review via RubberDuck analysis

Trust FAQ

Know what access is required before you upload.

Do you support private repos?

Yes. The intended production integration uses read-only GitHub access for private repositories. ZIP exports are also supported for Lovable, Bolt, Replit, and similar tools.

Do you train models on my code?

No. The product promise is analysis only. Customer code is not used for model training, and deeper review runs through RubberDuck semantic analysis.

Can I delete my project?

Yes. V1 is designed around delete-after-report controls and revocable repo access. Production storage should enforce deletion and retention policies.

What access do you need?

VibeFix needs read-only source access or a ZIP export, plus any spec, PRD, screenshots, or notes that describe what the app should do.

Launch-readiness report

Know what it takes to ship

Upload the repo and spec. Get the gaps, risks, prompt pack, and repair quote before the next sprint decision.

Analyze my app