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

Just one thing broken? Fix one issue fast.

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?

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

Here is the missing infrastructure you need

Full AI App Production Guarantee

The 5-Step AI App Rescue Methodology

We do not guess, and we do not force unnecessary rewrites. Our engineering team follows a strict, systematic process to untangle AI-generated code, salvage your UI/UX, and rebuild the underlying architecture for production.

1. Rescue Audit (The Diagnostic)

Before we write a single line of code, we map the exact state of your application. AI builders often leave hidden structural flaws that do not surface until deployment.

• Codebase Mapping: We identify duplicate logic loops, bloated component trees, and hallucinated dependencies.

  
  

• Risk Ranking: We categorize issues into Critical Blockers (preventing launch), Security Flaws (exposing data), and Technical Debt (slowing down future development).

  
  

• The Deliverable: You receive a fixed-price, fixed-scope action plan detailing exactly what needs fixing.

  
  

2. Security Hardening

AI coding assistants are optimized for speed, not security. They frequently expose sensitive credentials and bypass database rules to make the prototype function faster.

• Credential Isolation: We hunt down hardcoded OpenAI, Anthropic, and Stripe keys in your client-side bundles and migrate them to secure server environments.

  
  

• Database Locking: We implement strict Row-Level Security (RLS) policies in Supabase or Firebase so users can only access their own data.

  
  

• Route Protection: We secure administrative endpoints and API routes that AI tools often leave completely unprotected.

  
  

3. Stabilization

A prototype built with Cursor or Lovable often works perfectly on the "happy path" but crashes the moment a user makes an unexpected input. We wire up the missing logic.

• Error Handling & Edge Cases: We build robust error boundaries, loading states, and fallback UI components so the app fails gracefully instead of white-screening.

  
  

• API & Webhook Repair: We manually rewrite the complex third-party integrations (like payment loops and OAuth flows) that AI LLMs notoriously struggle to complete.

  
  

• State Management: We resolve the endless re-render loops and React state conflicts causing memory leaks in your browser.

  
  

4. Productionization

We transition your application from a fragile local sandbox into a highly available, commercial-grade product.

• CI/CD Pipelines: We establish automated deployment pipelines (via Vercel, AWS, or GitHub Actions) to ensure future AI-prompted changes do not break the live app.

  
  

• Environment Separation: We split your app into distinct Staging and Production environments.

  
  

• Telemetry & Logging: We install monitoring tools (like Sentry) so if a bug does occur, we instantly know the root cause rather than relying on user complaints.

  
  

5. Rebuild Assessment (The Growth Blueprint)

Once the application is stabilized, secure, and deployed, we evaluate its long-term architectural ceiling.

• Scale Limits: We identify which AI-generated modules are structurally sound for thousands of users, and which ones will eventually become bottlenecks.

  
  

• The "Do-Not-Break" Guardrails: We provide you with a documented list of files, database schemas, and protected components that you should never allow an AI coding assistant to overwrite.

  
  

• Future Roadmap: We provide an objective assessment of when (or if) specific features will require a complete custom rewrite as your startup scales from MVP to Enterprise.

How Vibe Rescue Works

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.

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.

How much does it cost to fix an AI-built app?

The cost depends on the scope of the work, not on which AI tool built the app. The main factors are how many issues the app has and how severe they are. A cosmetic bug costs far less to fix than a security gap or data exposure. Cost also depends on the size and condition of the codebase, and on which integrations are involved, such as payments, authentication, third-party APIs or AI models. Finishing incomplete features adds more work than fixing what already exists. A single bug is a small, fixed task. A full rescue is scoped after the audit, with a fixed price agreed in writing before any work begins.

Do I need to give you access to my Lovable, Bolt or Replit account?

Not always. A GitHub repository or project export is usually enough for the audit. For fixes and deployment, we need limited access to the repository, hosting and database. You stay the owner of every account, and you can revoke access once the work is done.

Do you work with clients outside India?

Yes. Codersarts works with founders, startups and agencies worldwide. Work happens remotely, with overlap hours for calls, written progress updates and access to a shared repository. Contracts and NDAs can be signed digitally before any code is shared.

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.

Get Your App Assessed