Keep the Vibe.
Kill the Vulnerabilities.
Vibe Check™ is the essential security and architecture audit for the AI-native era. We turn your AI-generated MVP into a secure, scalable, and investment-ready product.
A Great Vibe Isn't a Great Architecture
Generative AI can build a functional app in minutes. This unprecedented speed is a superpower for founders. But what's hiding in that code?
A brilliant "vibe" can conceal critical security flaws, hardcoded secrets, and unscalable designs. This technical debt becomes a massive liability when you try to scale, onboard new engineers, or face your first security incident.
Common AI-Generated Risks
- Hardcoded API Keys & Secrets: A critical breach waiting to happen.
- Indirect Prompt Injection: Executing hidden malicious instructions from processed data sources.
- Model Denial of Service: Exploiting resource-intensive prompts to drive up costs and crash services.
- Outdated & Insecure Dependencies: Using libraries with known, exploitable vulnerabilities.
- Lack of Input Validation: Opening the door to injection attacks (XSS, SQLi, Prompt Injection).
Our Vibe Check Process
We provide clarity and a path forward, transforming your prototype into a product.
Initial Assessment
A rapid, fixed-price audit to uncover the most critical issues. We deliver a "Vibe Rating" and a prioritized action plan.
Architectural Blueprint
We move beyond bugs to assess the core design. You get a strategic blueprint to guide your evolution from prototype to production.
Secure Refactoring
An ongoing advisory retainer. We act as your fractional CTO or security lead, providing guardrails for future development.
Ready to Validate Your Vibe?
Don't let a code hallucination become your biggest threat. Let's ensure your vision is built on solid rock, not sand.