AI App Rescue Services for Broken, Unfinished, and AI-Built Apps

Built an app with AI? We help you fix it, finish it, secure it, and get it ready for production.

AI coding tools can turn an idea into a working application in hours. The difficult part often starts when the application needs to behave like real software.

Codersarts helps founders, startups, agencies, developers, and product teams take over AI-built applications, diagnose technical problems, complete unfinished features, improve the codebase, fix security issues, and move working prototypes toward production.

Lovable · Bolt · Replit · Cursor · v0 · Windsurf · Base44 · Claude Code · and other AI development tools

Your AI-built app doesn't have to start over.

• Maybe the application works in the preview but fails after deployment.

• Maybe authentication is broken.

• Maybe data is not being saved correctly.

• Maybe every new AI-generated change introduces another bug.

• Maybe you built most of the MVP but cannot get the final 20% working.

Or perhaps you have reached the point where prompting an AI coding tool is no longer enough and you need an engineer who can understand the entire codebase.

You don't necessarily need to rebuild from scratch.

Codersarts can assess what you already have, identify what needs to change, and help turn the existing application into a more stable engineering foundation.

What do you need help with?

My app is broken

Fix broken workflows, APIs, authentication, databases, payments, deployment, and production errors.

I cannot finish my MVP

Complete missing features, integrations, dashboards, subscriptions, user roles, and launch requirements.

Debug AI-Generated Code

AI-generated code can contain duplicated logic, inconsistent implementations, incorrect assumptions, and hidden dependencies. We trace the underlying problem rather than repeatedly patching symptoms.

Audit the Codebase

We review architecture, code quality, dependencies, security, database design, authentication, testing, performance, and deployment readiness.

Is my app safe?

Review authentication, authorization, secrets, APIs, database permissions, dependencies, and AI-specific risks.

I need to launch

Prepare your application with testing, monitoring, infrastructure, performance improvements, and deployment support.

Take Over the Codebase

If your application has outgrown AI-only development, our engineers can take over the repository and provide continued development and maintenance.

I need continued help

Get ongoing feature development, maintenance, optimization, security updates, and engineering support.

What is AI app rescue?

AI app rescue is the process of auditing, repairing, securing, and improving an application that was built or substantially accelerated with AI coding tools.

The goal is not automatically to throw away the existing application. We first determine what works, what is risky, what can be repaired, and what should be replaced.

Our rescue work can include:

• Codebase and architecture assessment.

• Critical bug fixing.

• AI-generated code cleanup.

• Security and access-control hardening.

• Database and API repair.

• RAG and LLM optimization.

• AI-agent reliability improvements.

• Automated testing.

• Performance and cost optimization.

• Production deployment.

• Documentation and technical handoff.

• Ongoing engineering support.

The outcome is a codebase that your team can understand, maintain, extend, and operate with greater confidence.

Where AI-Built Applications Commonly Get Stuck

AI can generate code quickly. Production software requires the pieces to work together reliably.

From Vibe Coding to Production Engineering

Vibe coding is excellent for rapidly exploring ideas.

Production software introduces different requirements.

Idea
  ↓
AI-generated prototype
  ↓
Working MVP
  ↓
Engineering assessment
  ↓
Debugging & stabilization
  ↓
Security & architecture
  ↓
Testing
  ↓
Deployment
  ↓
Production
  ↓
Ongoing engineering

Our role is not to replace the AI tools you are already using.

We provide the engineering layer around them.

AI Development Platforms We Work With

We work with applications created using a range of AI coding assistants, AI app builders, and AI development environments.

Vibe Rescue Services

Common Vibe Coding Problems We Fix

Debugging

• Application crashes

• Unexpected errors

• Broken user flows

• Frontend/backend mismatches

• API errors

• Regression bugs

• Infinite loading

• Blank screens

• Build failures

Authentication

• Login not working

• Signup problems

• OAuth failures

• Session issues

• Incorrect permissions

• Role-based access problems

• Authentication works locally but fails in production

Database

• Data not saving

• Data not loading

• Incorrect database schema

• Database connection failures

• Supabase problems

• Firebase problems

• RLS configuration

• Multi-tenant data isolation

• Database migration problems

Deployment

• Application won't deploy

• Build errors

• Environment variables

• Domain configuration

• Production configuration

• Vercel/hosting problems

• API configuration

• Production-only errors

Payments

• Stripe integration

• Payment failures

• Webhook problems

• Subscription state

• Checkout problems

• Test-mode vs production problems

Performance

• Slow pages

• Slow APIs

• Slow database queries

• High infrastructure usage

• Poor frontend performance

• Application instability under load

Security

• Exposed secrets

• Weak authorization

• Insecure APIs

• Database access problems

• Missing validation

• Dependency vulnerabilities

• Cross-user data exposure

How Vibe Rescue Works

01 — Share Your Application

Send us what you already have.

You can provide:

• deployed application URL

• GitHub repository

• project export

• screenshots

• error messages

• existing requirements

• a description of what is not working

02 — Engineering Assessment

We review the existing application and determine:

• what already works

• what is broken

• what is incomplete

• where the architecture needs attention

• which problems are blocking launch

• what should be fixed first

03 — Rescue Plan

You receive a practical scope covering:

• identified problems

• recommended changes

• priorities

• estimated effort

• expected deliverables

• project timeline

For larger applications, we can define a fixed-price scope after assessment.

04 — Engineering

Our engineers work directly on the existing application.

Depending on the project, this can include:

debugging → refactoring → feature development → security → testing → deployment

05 — Production

We validate critical application workflows and help move the application toward a stable production deployment.

06 — Ongoing Engineering

After launch, Codersarts can continue as your engineering partner for:

• maintenance

• feature development

• bug fixing

• optimization

• infrastructure

• security

• scaling

Vibe Rescue Pricing

Start with the level of help you need.

Actual pricing depends on application size, technology, codebase condition, integrations, scope, and required engineering work.

Need an exact estimate?

Send us the application URL or repository and tell us what you need fixed, completed, or launched.

Get a Project Assessment

What You Can Send Us

You don't need to prepare a technical report.

Send whatever you already have.

We'll determine what additional information is required during the assessment.

Who We Help

Founders

You built an MVP with AI and need an engineering team to get it across the finish line.

Startups

Your AI-built prototype is becoming a real product and needs a stronger technical foundation.

Agencies

Your team used AI to accelerate delivery and needs engineering support for difficult client projects.

Developers

You have inherited or generated a codebase that needs debugging, refactoring, testing, or production support.

Product Teams

You are adopting AI-assisted development and need engineering standards around AI-generated code.

When Should You Bring in an Engineer?

You don't need to stop using AI coding tools.

Professional engineering becomes especially useful when:

• the same bug keeps returning

• one fix keeps breaking another feature

• the application contains multiple interconnected services

• customer data or payments are involved

• authentication and authorization become complex

• the application needs production deployment

• you need reliable automated tests

• performance matters

• multiple developers need to work on the codebase

• the application has real users

• you need someone accountable for the technical outcome

AI can accelerate implementation. Engineering makes the resulting software dependable.

Why Codersarts

Engineering, Not Just Prompting

We work with the underlying codebase, infrastructure, APIs, databases, testing and deployment environment.

Work With What You Already Built

We don't automatically recommend rebuilding an application. We first determine what can be retained, fixed, refactored, or replaced.

From Prototype to Production

Our work can continue beyond the immediate bug—from rescue and stabilization through production engineering and ongoing development.

Flexible Engagements

Use Codersarts for a single issue, a complete rescue, a production-readiness project, or ongoing engineering support.

One Engineering Partner

The same relationship can continue from MVP completion to production, maintenance and future product development.

Vibe Rescue vs Starting Over

Sometimes rebuilding is the right decision. Sometimes it isn't.

The assessment determines which path makes sense for the application.

Frequently Asked Questions

What is vibe coding rescue?

Vibe coding rescue is the engineering work required to fix, complete, stabilize, secure, or productionize software created primarily with AI coding tools.

Can you fix an app built with Lovable?

Yes. We can review Lovable applications and work on areas such as frontend code, Supabase, authentication, APIs, integrations, deployment, security, testing, and production readiness.

Can you fix a Bolt.new application?

Yes. We can assess existing Bolt applications, diagnose problems, complete features, integrate external services, and prepare the application for deployment.

Can you work on Replit projects?

Yes. We can work with existing Replit applications and their underlying codebase, including debugging, backend development, databases, integrations, deployment and optimization.

My AI-built application works. Do I still need an audit?

An audit can be useful before launching an application with real users, sensitive data, payments, or business-critical workflows. It can identify technical risks that aren't obvious during normal testing.

Do you rebuild AI-generated applications?

Not automatically. We first assess the existing codebase. If the current foundation is usable, we work with it. If a section needs substantial replacement, we explain why.

Can you take over an existing AI-generated codebase?

Yes. Codebase takeover is an option when a project has become difficult to maintain or requires ongoing professional engineering.

Can you make my AI-built app production ready?

Yes. Depending on the application's current state, production-readiness work can include architecture, security, authentication, database design, testing, deployment, monitoring, performance and infrastructure.

Do you offer fixed-price projects?

Yes. Smaller engagements can use defined scopes, while larger projects can be assessed first and then quoted based on the required engineering work.

How do I get started?

Send us your application URL, repository, project export, or a description of the problem. We'll determine the appropriate next step.

Your AI-built app is only the beginning.

AI made it possible to build the first version quickly.

Now make it reliable enough to use, launch, and grow.

Codersarts provides the engineering layer between an AI-generated prototype and production software.

Get Your App Assessed