Vibe-Coded Healthcare App Hardening & Migration
We finish, harden, and migrate vibe-coded healthcare apps to production-ready, full-stack environments with HIPAA-aligned safeguards.
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Our Solutions Team
Who We Help Bring Vibe-Coded Apps to Production
- Clinicians & Healthcare Professionals
- Healthcare Startup Founders
- Healthcare Product Teams
You built a working healthcare prototype using Cursor, Replit, Lovable, or Base44. Maybe you're already using it with patients, colleagues, or your own clinical team. Now you're thinking about rolling it out to more users, introducing it to a hospital, or turning it into a real product.
MEV migrates your vibe-coded app into a secure, HIPAA-compliant full-stack production environment, handling architecture, data protection, and ongoing maintenance.
Why MEV?
Healthcare expertise meets hands-on experience with AI coding tools. We know how to take your app further without starting from scratch.
20 Years in Healthcare Engineering
From leaders like Novo Nordisk and Novartis to startups, we help healthcare companies handle sensitive data, navigate complex workflows, and find the right engineering solutions for their products and budgets.
We Build on What You've Already Created
We review your existing code, functionality, and architecture to identify what needs fixing, improving, or migrating. We preserve what works and focus on what needs attention.
A Dedicated Team for Vibe-Coded Applications
Our engineers have experience with Base44, Lovable, Replit, and Cursor. You won't pay for unnecessary discovery or spend weeks getting engineers up to speed. We know what to look for and how to move forward.
Facing Any of These Questions?
Your app works, but taking it beyond the AI coding platform or a small group of users raises new questions. We help you find the answers and handle the engineering work.
- Where does my patients' data go, and how is it protected?
- Can my app meet HIPAA requirements and pass a hospital's security review?
- What happens when multiple clinicians start using my app at once?
- Can I move my app off its current platform without losing what I've built?
- Who will fix things when something breaks?
- Can I keep adding features without breaking what's already working?
[ capabilities/ ]
Our Services for Vibe-Coded Healthcare Apps
Healthcare App Security & HIPAA Readiness
We assess how your application handles healthcare data and implement the safeguards needed for its intended use.
- HIPAA security gap assessment
- Patient data encryption and protection
- Authentication, MFA, and role-based access
- Audit logging and activity tracking
- Secure AI integrations and PHI handling
- Backup and recovery procedures
- Security review documentation
Healthcare App Migration
We migrate applications from AI coding platform to production infrastructure you can control.
- Source code and data export
- Backend and database migration
- Replacement of platform-dependent components
- Cloud infrastructure setup
- Deployment, monitoring, and backups
- Data migration and functionality testing
Vibe-Coded App Hardening & Completion
We review your existing application, preserve working functionality where possible, and improve the components that need engineering attention.
- Code review and refactoring
- Bug fixing and stabilization
- Backend modernization
- Performance and scalability improvements
- Automated testing
- Completing unfinished features & integrations
- Multi-user and multi-site readiness
Ongoing Healthcare App Maintenance & Support
Our engineers monitor, maintain, and support your application as your needs change.
- Application monitoring and troubleshooting
- Bug fixes and incident resolution
- Software and security updates
- Backup monitoring and recovery support
- Performance improvements
- Ongoing feature development
The Parallel Track: Keep Vibe-Coding While We Handle Production
Keep improving your healthcare app with familiar AI tools. We manage a separate production environment, with security reviews, testing, and controlled deployments to protect patient data.
[ You ]
[ MEV ]
Keep vibe-coding in Base44, Lovable, Replit, or Cursor
Run and maintain a secure production environment
Push changes through GitHub
Review code, test changes, and check HIPAA-related security requirements
Keep adding features and improving workflows
Deploy approved updates and maintain production stability
[ recent work/ ]
Anova Medical Associates
A physician built ClinicalDenialPro in Base44 to automate clinical denial reviews and appeal documentation. The app reduced case preparation time from approximately 30 minutes to five.
When Anova needed to expand beyond its initial location, MEV migrated the application to AWS and rebuilt its technical foundation for broader healthcare use.
When Anova needed to expand beyond its initial location, MEV migrated the application to AWS and rebuilt its technical foundation for broader healthcare use.
Case Study
- Base44 backend replaced with FastAPI and PostgreSQL
- MFA, backend-enforced access controls, and patient-level audit logs
- Protected AI processing through Amazon Bedrock
- Clinical dictation migrated to Amazon Transcribe
- Automated tests, monitoring, backups, and deployment controls
- Existing clinical workflows preserved
Frequently Asked Questions
FAQ
Can you make my vibe-coded healthcare app HIPAA-compliant?
We assess HIPAA-related security gaps and implement technical safeguards such as encryption, access controls, audit logs, and protected data processing. Full HIPAA compliance also depends on organizational policies, agreements, and procedures.
Will you have to rebuild my entire app?
Usually, we can preserve parts of the existing application. We review the code and architecture to determine what can be reused and what needs replacement.
Can I keep vibe-coding after migration?
Yes, where the platform and application architecture allow it. We can establish a parallel workflow where you continue developing features while our team reviews, tests, and deploys changes to production.
Can you work with apps built using Lovable, Replit, or Cursor?
Yes. Our team works with applications built using Base44, Lovable, Replit, Cursor, and other AI coding tools.
