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Turn Your AI-Built Software Into a Launch-Ready Product
Vibecore helps founders and teams transform ideas and vibe-coded projects into secure, scalable, production-ready software through audits, last-mile engineering, and rapid prototype development.
Helping teams turn early code into real products
Vibecore helps founders and teams transform ideas and vibe-coded projects into secure, scalable, production-ready software through audits, last-mile engineering, and rapid prototype development.
AI tools gave you the confidence and speed to get going.
Vibecore exists to complete the job.
Our Vibe Code Audits assess your AI-generated or vibe-coded project for risks, gaps, and optimization opportunities. We review security, scalability, and structure to ensure your product is secure, efficient, and future-ready.
Get a verified audit for your AI-Built Software
Vibecore helps founders and teams transform ideas and vibe-coded projects into secure, scalable, production-ready software through audits, last-mile engineering, and rapid prototype development.
Technical Audit
- Project
- Connect — Multi-Tenant Chatbot Platform
- URL
- connect.oxygenpack.co
- Built with
- Replit AI Agent · 114 checkpoints · 7 days
- Scope
- Lead capture, webhook integrations, AI knowledge base, payments
- Cost
- ~$200
Overall Promising, Not Ready
6
Passed
10
Issues Found
~8 wks
Estimated Fix
Passed
✓ Working prototype — full functionality
as intended
✓ Authentication & protected routes — properly implemented
Critical Issues
✗ No rate limiting — API endpoints
wide open to abuse
✗ Breaks at ~750 concurrent users — vulnerable to DoS attacks
Estimated Remediation
Load balancing & rate limiting 2–3 weeks
Auth & session architecture overhaul 1.5 weeks
Database migration & optimization 2 weeks
Break monolith into services 1 week
Frontend modularization & UI/UX fixes ~1 week
Prompt guardrails & fine-tuning 3 days
Audit → Fix → Ship
Services that help you build dependable software
Vibecore provides focused technical services designed to move AI-generated and vibe-coded software from early concept to dependable product. Our approach centers on clarity, speed, and production-grade outcomes.
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Helping teams move from prototype to product
We work with startups, enterprises, and product teams looking to bring their AI-powered or vibe-coded projects to life.
Your idea already
works.
We help make sure it lasts.
Start a project We help make sure it lasts.
