Codersarts engineers rescue and clean up vibe-coded apps built with Lovable, Bolt, Cursor, Replit, v0, Base44, Claude Code and Windsurf. We read the code the AI never reviewed, close the security gaps, untangle the structure, add tests, and hand back an app that is safe to launch, sell and keep building on.
What is vibe coding rescue?
Vibe coding rescue is engineering work that takes an app built mainly by prompting AI tools and makes it production-ready. Engineers audit the generated code, fix security and stability problems, clean up the structure, and add the tests and deployment setup the AI skipped, without throwing away what already works.
Vibe Code Rescue vs Vibe Code Cleanup
Most vibe-coded apps need one or both. The audit tells you which.
Vibe Code Cleanup | Vibe Coding Rescue | |
Your app | Works, but is messy and hard to change | Broken, insecure, or failing with real users |
Focus | Code quality and maintainability | Security, stability, and getting to production |
Typical work | Refactoring, removing duplication, fixing hallucinated code, adding tests | Security fixes, bug fixing, deployment, data protection, plus cleanup |
Outcome | A codebase your team (or AI tool) can safely extend | A stable, secure app ready for real users |
Signs Your Vibe-Coded App Needs Help
The fix loop: you have burned credits on the same bug several times, and each AI fix breaks something else
Preview works, production doesn't: builds fail, environment variables break, pages go blank after deploy → Works in Preview, Breaks After Deploy
Users see the wrong data: one account can read or change another user's records
Auth is fragile: sessions drop, OAuth fails, roles don't hold → Authentication
Payments misbehave: webhooks fire twice, subscriptions fall out of sync → Payments
Stuck at the last 20%: the demo is done but launch features aren't → Stuck at 80%
Nobody can maintain it: no tests, no docs, huge files, and developers refuse to touch it → Codebase Takeover
Someone is about to look closely: investor due diligence, an enterprise security questionnaire, or your first big customer
What's Inside Most Vibe-Coded Apps
AI coding tools are very good at making software work. They are much weaker at making it safe and maintainable. Independent research from 2025–2026 shows the same pattern again and again:
Finding | Source |
~45% of AI-generated code samples fail OWASP Top 10 security tests | Veracode |
57% of reachable Supabase-backed vibe-coded apps allowed unauthenticated data reads | Reeve, Aug 2026 |
303 endpoints across 170 Lovable apps exposed data because Row Level Security was never enabled | Public disclosure, 2025 |
AI-assisted repositories averaged ~4.4× more vulnerabilities than human-only repositories | Symbiotic Security, Aug 2026 |
What we find most often:
Supabase Row Level Security disabled, or policies that allow everything → Supabase
API keys and service-role secrets exposed in the frontend or committed to Git
Hallucinated packages, functions and API calls that don't exist
Webhooks and API routes that trust any incoming request
The same logic duplicated across files, with slightly different behavior in each
Thousand-line components with no clear structure
No input validation, rate limiting, error handling or logging
Zero automated tests
Our Vibe Coding Rescue & Cleanup Services
Vibe Code Audit
A structured review of architecture, security, data access, dependencies, performance and deployment. You get a severity-ranked report and an honest keep / refactor / rebuild verdict for each part of the app. → Audit
Security Hardening
We fix access control and RLS policies, move secrets server-side, rotate exposed keys, validate inputs, secure webhooks, and patch vulnerable dependencies. → Security Audit
Vibe Code Cleanup & Refactoring
We break up oversized files, consolidate duplicated logic, remove dead code, replace hallucinated imports, and set one clear pattern for each concern so future changes stop colliding.
Breaking the Fix Loop
We trace bugs to their root cause instead of patching symptoms, then add regression tests on critical flows so fixed bugs stay fixed.
Production Readiness
We set up CI/CD, staging, environment configuration, error tracking, logging, monitoring and backups.
Performance & Cost Cleanup
We fix slow queries, missing indexes, repeated API calls, and runaway LLM and token costs.
Migration Off the Builder
We move your app from the builder's hosting to infrastructure you own, without losing data. → Migrate Off Builder
Handover & Guardrails
Every engagement ends with documentation, tests, a walkthrough, and project rules your AI tool can follow, so you can keep vibe coding without breaking things again.
Vibe-Coded Apps We Rescue
Tool | What usually breaks |
Supabase RLS, exposed keys, auth flows, deploy and export issues | |
Deployment, backend gaps, environment configuration, token-burning loops | |
Production crashes, database setup, hosting limits | |
Cursor | Inconsistent patterns across AI-authored diffs, weak tests, architecture drift |
Claude Code | Large unreviewed changes, sprawling structure, missing test coverage |
v0 | Frontend-only output needing a real backend, auth and data layer |
Base44 | Deployment limits, custom backend needs, migration off the platform |
Windsurf, FlutterFlow, Copilot | Assessed case by case from the existing code |
Common stacks: React, Next.js, Vite, Node.js, Supabase, Firebase, PostgreSQL, Stripe, Clerk, Vercel, Netlify.
How a Vibe Coding Rescue Works
01 — Share what you have Send a GitHub repository, a project export or the live URL, along with a short description of what's broken or what you need to launch. We can sign an NDA first.
02 — Vibe code audit Engineers review the code and infrastructure. Within [48–72 hours — confirm] you receive a severity-ranked findings report and a keep / refactor / rebuild verdict.
03 — Fixed-scope plan You get a written plan covering what gets fixed, in what order, and when. There is no open-ended hourly meter.
04 — Rescue and cleanup sprints Critical security issues come first, then stability, then structure and performance. All work happens on a branch you own, with regular progress updates.
05 — Handover You receive tested, documented, deployed code, plus guardrails for future AI-assisted work. Ongoing support is optional.
Rescue, Refactor or Rebuild?
Most vibe-coded apps need hardening, not demolition. The UI and core flows are usually worth keeping; what's missing is the production layer underneath.
Verdict | When it fits |
Fix & harden | Core logic works; the problems are security, deployment, tests or performance |
Clean up & refactor | The app works, but its structure blocks every new feature |
Partial rebuild | One layer, usually the backend, auth or data model, can't be saved |
Full rebuild | Rare: the current stack can't support the product's next stage |
You get this verdict in the audit, before you commit to anything.
Start With the Help You Need
Your situation | Start here |
One specific bug or error | Quick Fix → /support/fix/ |
Not sure what's wrong | Vibe Code Audit → /audit |
App works but code is a mess | Vibe Code Cleanup |
App is broken or insecure | Full Vibe Coding Rescue |
App is too complex for prompts | Codebase Takeover → /codebase-takeover |
Need help after launch | Maintenance Retainer → /support/maintenance/application-maintenance-and-support |
Who We Help
Non-technical founders who built an MVP with AI and now have paying users
Startups preparing for a funding round or technical due diligence
Agencies that delivered client projects with AI tools and need an engineering backstop
CTOs and engineering leads who inherited a vibe-coded codebase
Developers whose AI-assisted side project has turned into a real product
Why Codersarts
Engineers, not prompters. Senior developers read and reason about your code, and use AI where it speeds up the work.
Keep what works. We don't inflate scope with rewrites the app doesn't need.
Fixed scope, written down. You know what's being fixed and when before work starts.
Small fix to full rescue. The same team handles a single bug, a full cleanup, or ongoing engineering.
You own everything. Code, branches, documentation and credentials stay in your name.
Vibe Coding Rescue — FAQs
What is vibe coding rescue?
Vibe coding rescue is the engineering work of taking an app built mainly by prompting AI tools and making it safe and production-ready. Engineers audit the generated code, fix security and stability issues, clean up the structure, and add the tests and deployment setup the AI skipped, while keeping the parts that already work.
What is vibe code cleanup?
Vibe code cleanup focuses on code quality. It means refactoring oversized files, consolidating duplicated logic, removing dead and hallucinated code, and adding tests, so the codebase becomes predictable and easy to extend. Cleanup suits apps that work but have become fragile or slow to change.
What's the difference between vibe code rescue and cleanup?
Cleanup improves code quality in an app that mostly works. Rescue is broader: it covers security fixes, bug fixing, deployment and production readiness for an app that is failing or about to launch, and it usually includes cleanup as well. The audit shows which one your app needs.
How much does vibe coding rescue cost?
Cost depends on the scope of the work, not on which AI tool built the app. The main factors are how many issues exist, how serious they are, the size and condition of the codebase, the integrations involved, and whether unfinished features need completing. A single fix is a small, fixed task. A full rescue is scoped after the audit, with a fixed price agreed in writing before work begins.
How long does a vibe coding rescue take?
Single fixes often take hours to a few days. Cleanup and production hardening usually take a few weeks, depending on the size of the codebase and the number of issues. The audit itself is quick, and the full timeline is set out in your fixed-scope plan.
Is my vibe-coded app secure?
Probably not completely. Independent studies in 2025 and 2026 found that a large share of AI-generated code fails standard security tests, and many Supabase-backed vibe-coded apps expose data publicly. The most common gaps are disabled RLS, exposed API keys and weak authorization. A security audit is the fastest way to know for certain.
Why does every AI fix break something else?
AI tools often rewrite whole files instead of making targeted edits, and they don't hold the full codebase in mind. The same logic ends up duplicated in several places, and there are no tests to catch regressions, so each fix silently breaks something else. Rescue work breaks the loop by fixing root causes and adding tests on critical flows.
Can I keep vibe coding after the rescue?
Yes. We add structure, tests and project rules your AI tool can follow, so future AI-generated changes are far less likely to break existing features. Many teams keep using Lovable, Cursor or Claude Code for new features and bring us in only for complex or high-risk changes.
Will you rewrite my app from scratch?
Not unless the audit shows it's genuinely the better option. Most vibe-coded apps have a usable foundation and need hardening rather than replacement. When one part does need rebuilding, we explain why and replace only that part.
Can you fix my app while users are on it?
Yes. We work on a separate branch and staging environment, test every change there, and release to production in planned deployments. Data is backed up before any database change, so users keep using the app while it's being fixed.
Do you sign an NDA?
Yes. We can sign an NDA before you share your repository, credentials or business details. You keep ownership of every account and can revoke our access once the work is complete.
What do I need to send for a vibe code audit?
A GitHub repository or project export, the live or staging URL, and a short description of what's broken or what you're trying to launch. Screenshots, error messages and logs help but aren't required; we work out what else is needed during the audit.
Your AI Got You This Far. Engineers Get You to Production.
Send your app. Get an honest audit and a fixed-scope plan.
Get a Free Vibe Code Audit
Related: AI App Rescue · Security Audit · Codebase Takeover