Why Vibe Coded Apps Break Under Real Use Issues
Hallucinated or Confabulated Code
Large language models often generate functions, classes, or library names that don’t actually exist. Even top models continue to hallucinate under uncertainty.
How to Convert Vibe Code to Production
Audit & Assessment
We review your existing code, architecture, dependencies, and security posture.
Stabilize & Secure
Move secrets to vaults, patch vulnerabilities, enforce authentication and authorization.
Re-Architect for Scale
Introduce modular structure,
CI/CD, infrastructure patterns, observability
Test & Validate
Add test coverage, QA cycles, regression tests, performance validation.
Enhance with AI (Safely) & Secure
Use AI tools for speed, under
senior developer oversight and validation.
Deploy & Support
Launch with monitoring, maintenance, rollback strategies, and ongoing iteration.
Built with Tools You Trust
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Convert Your Vibe Code with hypernova
We combine human expertise with AI-driven efficiency to build enterprise-grade software that scales—without the overhead of an in-house team.
U.S.A. Based Teams
Our developers are here in the United States. With shared values, and clear communication, we're more productive. Period.
Experienced Teams
We've invested in meaningful collaboration and teamwork. We divide bigger, more complex tasks, fast.
AI Augmented Workflows
We use AI, automation, and machine learning where it counts. Your budget and timeline will thank you.
