Your Vibe‑Coded SaaS Is One Step Away from Revenue
You hacked together a working product with Cursor, Claude, Copilot, Gemini and friends. Customers are interested, demos are working, but you don't quite trust the auth, billing, or AI bits enough to charge money yet. We come in right at that moment to turn a vibe-coded app into something you can safely put a price tag on.
What We Actually Do in a Code Audit
This is not a generic scanner report. We pull your repo, run the app, follow real user journeys, and then read the code like a staff engineer who cares about your first 100–1,000 paying customers, not just green test badges.
Security & Risk
We treat your vibe-coded app like a real production system: logins, roles, payments, and AI calls are all checked for places where revenue or data could leak.
- Auth, roles & multi-tenant boundaries
- Payments, webhooks & subscription logic (Stripe, Paddle, etc.)
- API keys, secrets & environment configuration
- Input validation and data sanitisation across forms and APIs
- SaaS- and AI-specific OWASP-style vulnerability sweep
Reliability & Edge Cases
Most vibe-coded SaaS apps work perfectly in the demo. We break the happy paths on purpose so you don't do it live in front of your first 100 paying customers.
- Onboarding, invite and password reset flows under stress
- Billing edge cases: trial expiry, failed payments, downgrades
- Error handling, retries, and timeouts around external APIs/LLMs
- Prompt, RAG and tool output guardrails for weird user input
- Data migrations and background jobs that might quietly fail
Architecture & Performance
We untangle AI-generated spaghetti, dead files, and one-off hacks so you end up with something your future team (or future you) can actually maintain.
- File, module and feature structure clean‑up for your repo
- Database query and API performance review (N+1s, missing indexes)
- Logging, metrics and basic observability recommendations
- CI/CD and deployment sanity checks (Vercel, Render, Fly, etc.)
- Best practices so AI tools stop re-breaking the same areas
We Speak Your Stack (AI or Not)
Most of our clients run the same pattern: a Next.js / React front end, a Node or Python backend, Postgres or Supabase, Stripe for billing — with a layer of AI (OpenAI, Anthropic, Gemini, custom RAG) sprinkled in on top.
We don't care whether the rough edges came from AI tools or late nights — we help you turn that messy, vibe-coded SaaS into a clean, auditable product that investors, security teams and paying customers can trust.
What You Leave With After a VibeAudits Code Review
A clear, prioritised checklist for getting from “this sort of works” to “we feel good charging money for this”. No vague AI noise — just concrete changes that make your app safer, faster and more trustworthy.