You built it fast with AI.
But is it safe to ship?

AI tools like Cursor, GPT, and Replit help you move fast - but they don't think about security, edge cases, or real-world abuse.

We help founders turn Vibe‑coded apps into production‑ready products by reviewing their code, architecture, and security before things break.

See audit options & pricing

Trusted by builders shipping real products

We're a distributed team of 20 engineers and QAs who've reviewed and shipped real products across startups and scale‑ups.

25+ AI‑generated apps reviewed
Expert eyes across frontend, backend, infra, and QA
Background in real production systems, not demos or tutorials
Experience reviewing fast‑shipped MVPs under real user pressure
Used to working with incomplete, AI‑generated, and messy codebases
Strong bias toward pragmatic fixes over theoretical perfection
Clear written reports reviewed internally for consistency and quality

Trusted by VibeCoding Founders

Real stories from builders who built with AI and shipped safely

We thought our app was fine - the audit caught issues we would never have seen until users or attackers did.

- Founder
AI SaaS (pre‑seed)

The report was clear, prioritized, and actually actionable. We fixed the critical issues in a weekend and launched with confidence.

- Solo founder
B2B SaaS

This felt like having a senior engineer review our entire stack. The report showed us the facts and fixes.

- CTO
early‑stage startup

Worth it just for the peace of mind. The audit caught security gaps introduced by AI‑generated code we blindly trusted.

- Indie hacker

We thought our app was fine - the audit caught issues we would never have seen until users or attackers did.

- Founder
AI SaaS (pre‑seed)

The report was clear, prioritized, and actually actionable. We fixed the critical issues in a weekend and launched with confidence.

- Solo founder
B2B SaaS

This felt like having a senior engineer review our entire stack. The report showed us the facts and fixes.

- CTO
early‑stage startup

Worth it just for the peace of mind. The audit caught security gaps introduced by AI‑generated code we blindly trusted.

- Indie hacker

Seen on the stacks you're using:

Vibe‑coding platforms:

CursorReplitLovableBoltv0WindsurfClaude/ChatGPT

Common tech stacks:

Next.jsReactNodePythonSupabasePostgresFirebaseStripeVercelCloudflareAWS

The problem with Vibe Coding

AI writes working code, not safe or scalable code.

In recent audits, we've repeatedly found:

  • Hard‑coded API keys and leaked secrets
  • Auth flows that can be bypassed
  • Databases exposed through permissive rules
  • Missing rate limits on critical endpoints
  • AI prompts leaking internal logic or private data
  • Code that after any minor edit breaks

These issues don't show up in demos, they show up once real users (or attackers) arrive.

How it works

Before choosing an audit, here's exactly what happens and what you'll get.

1.

Submit your app

After checkout, you'll share:

  • Repository access (GitHub / GitLab) or deployed app URL
  • Short context form (what you built, where it runs, what worries you)
  • Any deadline or launch date
2.

Human-led audit (no black boxes)

Your app is reviewed by multiple engineers using a shared internal checklist.

  • Security risks (auth, secrets, permissions)
  • Code quality & structural weaknesses
  • Scalability and production bottlenecks
  • AI-specific failure modes
  • All findings are reviewed internally before delivery.
3.

Actionable report

You receive a clear written report with:

  • Issues grouped by severity (critical → low)
  • Plain-English explanations (what, why, impact)
  • Exact action items and fix recommendations
  • No generic PDFs. No automated noise.
4.

Fix & ship

You fix issues at your pace using our step-by-step plan and copy-pasteable prompts for your AI tools - or ask us to help implement the fixes if you chose a bundle.

  • Most founders resolve critical issues within days, not weeks.
  • You ship knowing what's safe, what's not, and what's next.

Choose the audit that fits your situation

Founders come to us at different moments. Choose the audit that matches where you are right now.

Why founders work with us

We specialize in AI‑generated code
Human review - not automated scans only
Founder‑friendly explanations
Clear scope and fast turnaround

We act like a second pair of experienced eyes before you put your product in the wild.

Ready to ship safely?

If you built fast with AI, take one hour to make sure it won't blow up later.

Choose the audit that fits your situation