Built It With AI? We'll Make Sure It Ships.
You used Lovable, Bolt, Cursor, or another AI coding tool to build your app. It worked — until it didn't. We specialize in rescuing, reviewing, and production-hardening applications built with AI coding tools.
If we can't fix it, you don't pay. No risk.
Services
From Quick Fix to Full Architecture
Whether it's a single bug or a full architecture overhaul, we get your app from stuck to shipped.
Bug & Issue Resolution
Your app broke and AI can't fix it anymore. We diagnose the root cause — not the symptom — and deliver a clean fix with documentation explaining what went wrong.
24-48 hours for isolated bugs, 2-4 days for interconnected issuesArchitecture Review
Is your AI-built app structured to survive real users and ongoing development? We review for structural problems, security vulnerabilities, and hidden technical debt.
3-5 business daysProduction Readiness
The gap between "works in preview" and "works for real users" is where most AI-built apps die. We take your project through a complete launch checklist.
5-7 business daysFractional Technical Architect
For founders building something serious with AI tools. Weekly codebase check-ins, architectural guidance, priority bug resolution, and strategic advice.
Ongoing engagementHow It Works
Four Steps to a Working App
Simple, transparent process. You describe the problem, we fix it.
Share Your Project
Send us your GitHub repo or project link, describe the problem in plain language, and include any error messages. No technical knowledge needed.
We Diagnose
We trace the issue to its root cause. AI-generated codebases have predictable failure patterns — we identify exactly what's wrong.
We Fix & Document
We deliver the fix along with clear documentation of what was wrong and what we changed. You understand your codebase better after working with us.
You Ship
Your app works in production. You keep full ownership. We're here if you need us again.
Share Your Project
Send us your GitHub repo or project link, describe the problem in plain language, and include any error messages. No technical knowledge needed.
We Diagnose
We trace the issue to its root cause. AI-generated codebases have predictable failure patterns — we identify exactly what's wrong.
We Fix & Document
We deliver the fix along with clear documentation of what was wrong and what we changed. You understand your codebase better after working with us.
You Ship
Your app works in production. You keep full ownership. We're here if you need us again.
Pricing
Transparent Pricing, Real Results
If we can't fix it, you don't pay. No risk.
Quick Fix
A single clear bug or deployment error
- Single issue diagnosis
- Root cause analysis
- Fix with documentation
- 24-48 hour turnaround
Deep Fix
Complex or cascading issues across multiple files
- Multi-file issue tracing
- Cascading fix resolution
- Architecture notes
- 2-4 day turnaround
Architecture Review
Pre-launch review, security audit, scalability check
- Full codebase audit
- Security vulnerability scan
- Performance analysis
- Prioritized action plan
Production Readiness
Full launch preparation for AI-built apps
- Environment configuration
- Error handling hardening
- Auth & security review
- Deployment setup
Fractional Architect
Ongoing technical leadership for your project
- Weekly codebase check-ins
- Priority bug resolution
- Architecture guidance
- Same-day response
What We Fix
Common AI-Generated Code Problems
AI tools create predictable failure patterns. We've seen them all.
The Fix Loop
Every AI fix breaks something else. The codebase has crossed from fixable to structurally broken. We know exactly when to patch and when to restructure.
Deployment Failures
App works in preview mode, crashes when deployed to Vercel, Netlify, or a custom domain. Usually environment variables, missing configs, or platform-specific dependencies.
Authentication & Sessions
Login works for you but breaks for real users. Sessions expire mid-flow. API keys exposed in client-side code. Security checks on the wrong side.
Database & Performance
Queries that work with test data but timeout with real data. Missing indexes, N+1 problems, and unoptimized API chains that stack latency.
Integration Breakdowns
Stripe payments failing silently. Third-party APIs returning unhandled errors. Supabase or Firebase connections that work locally but not in deployment.
Platforms
We Work With Every AI Coding Tool
WE DEPLOY TO
Why VibeRefactor
Not Just Fixers — AI-Native Engineers
AI-Native Builders
We build production applications with AI-assisted workflows daily. We understand the patterns AI tools create and where they systematically fail.
Plain Language Communication
You don't need technical terminology. Describe your problem the way you'd describe it to a friend — we'll translate that into a diagnosis and fix.
Fast Turnaround
Most isolated bugs resolved within 24-48 hours. Complex issues within 2-4 days. Fractional architect clients get same-day response.
Everything Documented
Every fix includes an explanation of what broke, why it broke, and how to prevent it next time. You learn from every engagement.
You Keep Everything
Full code ownership stays with you, always. We work via pull requests when possible so you can review every change.
FAQ
Frequently Asked Questions
No. Most of our clients built their apps entirely with AI tools. Just describe the problem in your own words and share access to your project.
We request only the access needed for the specific issue. For GitHub repos, we work via pull requests so you see and approve every change. Access is scoped and temporary.
We tell you upfront after diagnosis. If the issue requires a different tier than what you selected, we'll explain what's involved and get your approval before proceeding.
Yes — through our fractional architect engagement or as a separate project. We offer full-stack development, AI integration, and technical consulting across all our services at Keen & Ken Solutions.
React, Next.js, Vue, TypeScript, Node.js, NestJS, Firebase, Supabase, PostgreSQL, GraphQL, and most modern web frameworks. If your AI tool generated it, we can work with it.
You don't pay. If we diagnose that a fix isn't possible without a full rebuild, we'll tell you honestly and provide a recommendation on the best path forward — no charge for the diagnosis.
Get Started
Submit Your Rescue Request
Share your project details and we'll respond within 24 hours with an initial assessment and recommended service tier.