Every fix creates another bug
You fix one issue with AI, only to discover two more. The application keeps changing, but the original problem never really goes away.
›fix checkout → login breaks → fix login → checkout breaks

Vibe Code Rescue
For apps built with Lovable, Cursor, Bolt, v0 & more
AI tools get you to a working demo fast. They also leave behind exposed API keys, open databases, fragile logins and builds that only fail in production. Experienced engineers find what's really wrong, fix it at the root, and hand back an app you can trust with real users and real data.
Talk to a real engineer. You don't need to know your tech stack.
Critical
Database readable by anyone
Row-level security disabled on users table
High
Secret key in the browser bundle
sk_live_•••• shipped to every visitor
Failed
Production build failed
DATABASE_URL is not defined
3 issues traced to root cause
Fix plan ready for your approval
Illustrative findings, not from a real client.
Rescuing apps built with
AI gets you to a demo in a weekend. Getting to real users safely, reliably and without surprises takes engineering.
Sound familiar?01
Your idea became a working application faster than you imagined. But now something is broken, unpredictable, or difficult to take further. You're not looking for another prompt to try. You're looking for someone who can identify the actual problem.
You fix one issue with AI, only to discover two more. The application keeps changing, but the original problem never really goes away.
›fix checkout → login breaks → fix login → checkout breaks
Everything runs on your machine or inside the builder, but production builds fail, environment variables break, or the live application behaves differently.
›Error: DATABASE_URL is not defined (production only)
Unexpected errors, slow pages, timeouts, and unreliable functionality make you hesitant to invite real customers.
›504 Gateway Timeout · GET /api/dashboard · 30.0 s
Authentication, payments, databases, webhooks, emails, or external services aren't communicating reliably.
›Webhook signature verification failed · payments
The application looks finished, but you're unsure about security, performance, maintainability, or whether it can handle real users.
›Is /admin protected on the server, or only hidden in the menu?
You've tried multiple instructions, rewritten parts of the application, and spent hours debugging without knowing what to do next.
›Prompt #47: “please fix it properly this time”

Beyond the prompt
Every rescue starts with evidence: the logs, the data flow and the one line where it actually breaks.
Our expertise02
Two engagements, one standard: understand the application first, then change only what the evidence supports.

Rescue / 01
Application Rescue & Repair
We investigate bugs, deployment failures, broken integrations, and unexpected behavior in AI-generated applications. Instead of endlessly changing code and hoping for the best, we trace the root cause, explain what needs to change, and implement agreed repairs.

Code review / 02
Expert AI Code Review
Your AI-built application may look complete. But is the code secure, maintainable, and prepared for production? An experienced engineer can examine the architecture, review critical functionality, and identify risks that are difficult to spot from the interface alone.
Find your starting point03
You don't need a technical diagnosis. Choose what sounds closest to your situation.

Situation · I can't deploy
Production environments introduce build configuration, server settings, environment variables, networking, runtime differences, and deployment requirements. We investigate the full deployment path to find the cause.
Common symptoms
What an engineer investigates
Type of support
Deployment troubleshooting, part of Application Rescue
A guide to the right kind of help, not an automated diagnosis. An engineer confirms what's actually going on.


The people behind the fix04
AI can generate solutions in seconds. But understanding why a system fails, choosing the safest path forward, evaluating technical tradeoffs, and validating a production change require careful engineering judgment.
We combine modern AI-assisted development with professional software engineering practices. That means investigating the real application, understanding dependencies, making deliberate changes, and communicating clearly about the results.
We don't recommend rebuilding your application just because it was created with AI.
How every engagement runs
We reproduce and read before we change anything.
Findings explained so a non-engineer can decide.
No implementation work starts before you approve it.
Every fix is tested against the problem you reported.
Common questions05
Something else on your mind? Ask us directly.
Yes, AI-generated applications can often be inspected, debugged, and improved in much the same way as traditionally developed software. The first step is to understand the codebase, tools, dependencies, and problem you're experiencing.
Absolutely. You don't need to understand programming terminology to request help. Explain what you built, what isn't working, and what you want the application to do. We'll help translate that into a technical investigation.
A working interface doesn't necessarily show whether the underlying code is secure, maintainable, or prepared for production. A professional review can identify technical risks and recommend improvements before those risks become more expensive to address.
Deployment troubleshooting can be part of our service. Depending on the application's technology, we can investigate build failures, environment configuration, server errors, database connections, and other deployment-related issues.
Not necessarily. We prefer to understand and preserve what already works. We recommend repairs, refactoring, or a rewrite based on the actual technical condition of the project and the effort involved.
We agree on an appropriate method of access before reviewing your application. Where possible, access should be limited to what is necessary for the agreed work. Never submit passwords, API keys, or sensitive customer information through the initial contact form.
Potentially, yes. Many applications built using these tools use technologies that experienced developers can inspect and maintain. We'll first confirm the application stack, access requirements, and whether the project fits our expertise.
We can assess important areas such as reliability, security, code quality, configuration, and deployment practices, then recommend and implement agreed improvements. Production readiness depends on the application's requirements and the scope of review and testing.
Pricing depends on the application's complexity, the problem involved, and whether you need a review, a targeted repair, or broader engineering support. After understanding your requirements, we can discuss an appropriate scope and estimate.
Send us a brief description of your application, what you built it with if known, and the help you're looking for. We'll review the request and explain the next steps.

Ready for the real world
Built in a weekend. Ready for real users, everywhere.

Your next step
Whether you're stuck on a frustrating bug, struggling to launch, or looking for an expert opinion before your next move, tell us what you're working on. We'll help you understand where to start.
No technical explanation required. Start with the problem in your own words.