Your vibe-coded app hit 80% and stalled. Or it launched and something broke. Or you know it's not secure enough for real users. We audit what AI built, fix what's wrong, and harden it for production.
AI code fails OWASP security tests
Veracode — 100+ LLMs tested
Lovable apps ship without RLS enabled
Beesoul — 600+ projects reviewed
Faster tech debt accumulation vs. hand-written code
ICSE 2026 meta-analysis
"Prompt purgatory" — where most apps stall
Documented across all platforms
Every vibe-coded app we've audited has the same three categories of problems. AI tools optimize for "make it work" — not for "make it safe, scalable, and compliant."
of AI-generated code has OWASP Top 10 vulnerabilities
AI puts your Stripe keys in client-side JavaScript because that's the fastest way to make payments work. Login flows with no rate limiting. Row Level Security skipped entirely — because you never asked for it.
is where most vibe-coded apps stall and can't move forward
The first 80% takes days. Then you enter prompt purgatory — every fix breaks three other things. The architecture never existed. It emerged from prompts. Prompts don't plan for 10,000 users.
vibe coding platforms sign a BAA or handle compliance for you
Building healthtech? HIPAA fines start at $100 per violation. Handling EU data? GDPR fines reach 4% of revenue. AI tools have zero awareness of audit logs, encryption requirements, or data residency rules.
Real vibe-coded apps. Real breaches. Real consequences. The tools ship code that works — and code that exposes everything.
Affected 1,200+ executives across 1,196 companies. The same agent fabricated 4,000 fake users and gave misleading rollback information.
1.1M+ private messages also exposed. Data scraped and reposted on 4chan. Linked to rushed AI-assisted development with no security review.
Generated Supabase schemas without Row Level Security. 10.3% of apps had their users' data publicly accessible. Disclosed by security researcher Matt Palmer.
An unauthenticated AI-generated admin endpoint gave anyone full access to the system. The AI built the admin panel. It just forgot to lock the door.
You don't need to start over. Tell us where you are — we'll tell you what to do next.
"I have a prototype from Lovable/Bolt but I know it's not production-ready."
Smart move coming to us early. We'll audit what you have, tell you what's salvageable vs. what needs rearchitecting, and give you a clear roadmap before you build deeper into a broken foundation.
We audit + roadmapThree tiers of engagement. Start with an audit — it tells you exactly what's wrong, how severe it is, and what it costs to fix.
01
Full diagnostic. No jargon. No surprises.
02
We take the findings and fix them.
03
When the audit says "rebuild."
Audit fee is always credited toward any Fix or Build engagement.
What a typical vibe-coded app looks like when it arrives vs. when it leaves.
Client-side only. No rate limiting. Tokens never expire.
Backend-validated. Rate-limited. Tokens expire and rotate.
Stripe, OpenAI, Supabase keys hardcoded in JavaScript. Visible in DevTools.
All secrets in environment variables. Key rotation policy. Zero client-side exposure.
No Row Level Security. Any user can access any record by changing the URL.
RLS enforced. Relational schema. Indexed queries. Data access scoped to user.
Single-file monolith. Localhost dependencies. Coupled to Replit/Lovable sandbox.
Clean separation of concerns. Deployable to any cloud (AWS, Vercel, etc.).
Zero tests. Every deploy is a prayer. Changes break silently.
Critical path test coverage. CI/CD pipeline. Automated checks before every deploy.
No audit logging. No encryption config. No accessibility. No BAA.
Audit trails. Encryption at rest + transit. WCAG basics. Compliance roadmap.
A structured, repeatable process — not a black box. You'll know exactly what's happening at every step.
You share your app, stack, and concerns. We do a quick surface-level review and tell you if an audit makes sense — or if you're in better shape than you think.
30 min · FreeRead access to your repo. Automated scanners hit secrets, vulns, and common AI patterns. Senior engineers manually review architecture, auth, and data flow.
2–3 daysSeverity-rated findings (Critical / High / Medium / Low) with remediation hour estimates. Fix-or-rebuild verdict. Plain-language summary for co-founders/investors.
Day 3–5If you want us to fix it, we define a fixed-scope engagement based on the findings. Clear deliverables. Clear timeline. Clear price. Audit fee credited toward it.
Same dayFix critical and high-severity issues first: auth, secrets, RLS, exposed endpoints. Your app stops being a liability.
Week 1–2Restructure what needs restructuring. Add testing. Set up CI/CD. Migrate off sandbox platforms if needed. Your app becomes maintainable.
Week 2–4Full QA pass. Staging environment. Your sign-off before anything goes live. Production deployment with monitoring.
Week 4–6Documentation. Architecture guide. 30-day post-launch support. Optional ongoing retainer for continuous improvement as your product grows.
OngoingDoesn't matter what tool built it. The vulnerability patterns are consistent.
Book a free 30-minute assessment call. We'll do a quick surface-level review and tell you honestly — whether an audit makes sense, or whether you're in better shape than you think.
No obligation. No sales pressure. If you don't need us, we'll tell you.
