You built it with AI.
Let’s make it real.
We help vibe coders, founders and teams take AI-built prototypes from unfinished or experimental code to secure, scalable, production-ready products.
How we support your team
- ✓ Code and architecture review
- ✓ Bug fixing and unfinished features
- ✓ APIs, databases and integrations
- ✓ Security and production readiness
- ✓ Deployment, launch and ongoing support
What happens next?
We review your goals, current setup and priorities before recommending practical next steps.
Can we work with what already exists?
Yes. We can assess an existing website, app, prototype or codebase and build from there.
What does vibe coding support include?
IdealUser helps founders and teams take AI-generated or vibe-coded software from an exciting prototype to a more reliable production product. That can include code and architecture review, bug fixing, backend and API work, authentication, security, testing, deployment and ongoing development.
AI gets you started. Production makes it real.
AI builders can move from idea to working prototype quickly. The next stage often requires deeper review: security, data handling, architecture, reliability, testing, deployment and maintainability.
We review, improve, integrate, secure, deploy and support projects created with AI coding tools such as Lovable, Replit, Cursor, Claude, Bolt and ChatGPT—helping turn promising prototypes into products that can be used and maintained.
Move past the prototype with confidence.
Code & architecture review
Understand what was built, identify risks and create a practical improvement plan.
Bug fixing & completion
Resolve broken flows, unfinished features, UI issues and integration problems.
Backend & API integration
Connect databases, authentication, payments, external APIs and business workflows.
Security & reliability
Review access control, secrets, data handling, validation and deployment risks.
Deployment & launch
Prepare hosting, environments, domains, monitoring and production deployment.
Ongoing improvements
Continue with new features, maintenance, performance work and technical support.
No judgment. Just a clear path forward.
You do not need to arrive with perfect code or a complete technical plan. We start with what exists, explain the trade-offs and help you decide what should happen next.
Review
We understand the product, codebase, tools and current blockers.
Prioritize
We separate urgent risks from improvements that can come later.
Implement
We fix, integrate, test and improve the parts that matter most.
Launch & support
We help move the project live and keep it moving after launch.
Questions people ask.
Clear answers to the questions clients and agency partners commonly ask before starting a project.
Can you work on a project I built with Lovable or Replit?
Yes. We can review the generated code, identify architectural and security gaps, connect production services and help turn the prototype into a maintainable product.
Do I need to rebuild everything?
Usually not. We start by assessing what is already useful. Some projects need targeted fixes and restructuring; others need larger architectural changes.
Can you help if I am not technical?
Yes. You do not need to know the codebase. We can explain the risks, options and priorities in practical language.
Can you provide ongoing support after launch?
Yes. We can continue with fixes, updates, monitoring, improvements, new features and technical support after the first release.
What security issues do AI-generated apps commonly have?
Common risks include exposed API keys, weak authentication and authorization, insecure database rules, unvalidated input, unsafe file uploads, missing rate limits and dependencies that are not properly reviewed.
Can you connect a prototype to a real backend?
Yes. We can replace mock data with real APIs, databases, authentication, payments, email, analytics and other production services.
Can you deploy an AI-built app?
Yes. Deployment can include environment configuration, domain and hosting setup, production builds, monitoring and launch checks.
Is vibe coding suitable for a production business application?
It can be a useful starting point, but production readiness still requires architecture, security, testing, observability, deployment and ongoing maintenance.
You built the idea. Let’s finish it.
Share your prototype, current blockers or launch goals. We’ll help you understand what is needed and where we can take the work forward.