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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