Vibe code
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High Risk
Professional review • Security analysis • Architecture validation
Secure your no code systems with enterprise-grade assurance.
Your Vibe code project may be vulnerable right now. Visian Systems reviews, fixes, and secures your application before something breaks.
Real Failure Scenarios We Detect
Public API Exposure
Data leaks via frontend calls
Broken Automations
Silent failures in logic
Unencrypted Data
GDPR/Compliance violations
Permission Errors
Users seeing admin data
The invisible mistake that leaks your data.
Many Vibe code platforms export code or generate API calls that expose sensitive keys directly in the user's browser. Anyone with "Inspect Element" can steal your key and access your entire database.
What the Audit Covers
We don't just look at the surface. We dig deep into the logic, database, and integrations.
Full Project Analysis
Comprehensive structural review of your application logic and data flow.
Vulnerability Assessment
Identification of security loopholes, exposed keys, and weak permissions.
Performance Evaluation
Stress testing to see how your app handles load and large datasets.
Detailed Technical Report
A clear, actionable PDF report outlining every issue and how to fix it.
API Integration Audit
Reviewing all third-party connections for security and reliability.
Fix Recommendations
Concrete engineering solutions to patch holes without breaking features.
Our consulting process
A systematic approach to securing your no‑code infrastructure
Discovery and Audit
We map your entire Vibe code stack, identify every integration and assess the current security posture.
- Architecture mapping
- Integration inventory
- Security baseline
The Deployment
We install our systems. Tracking fixes, landing page overhauls, creative production, and campaign restructuring happen in weeks, not months.
- Vulnerability testing
- Compliance review
- Prioritised roadmap
Scale & Optimize
We iterate rapidly based on feedback loops. As efficiency improves, we scale spend aggressively to maximize captured revenue.
- Security implementation
- Team enablement
- Ongoing monitoring
Our team
Maurício Ferreira
Founder & CEO
Giovani Tadei
Project Manager
André Derraik
Principal Software Engineer
João Gustavo
Developer Analyst
Secure your Vibe code project with real engineering.
Claim a free 30‑minute assessment. We will identify your highest risk vulnerabilities and recommend how to resolve them.
- No commitment required
- 30-minute expert consultation
Questions & Answers
Everything you need to know about working with Visian Systems.
Vibe code platforms abstract complexity, often hiding critical security settings. It’s easy to accidentally expose a database or API key without realizing it because the UI doesn’t explicitly warn you.
No. AI generated codes do not reason about threat models, abuse scenarios, regulatory exposure, or what happens when traffic increases by ten or one hundred times, which means code can look correct while being unsafe in real-world conditions.
We commonly find exposed API keys, direct database access from the browser, missing authorisation checks, critical logic running client-side, inefficient queries, and endpoints with no rate limiting. These issues quietly open the door to data leaks, abuse, and sudden infrastructure cost spikes.
Most vibe-coded systems perform acceptably with a small number of users but degrade rapidly as usage grows. We often see performance bottlenecks, uncontrolled cloud spending, API throttling, and security gaps widening under load, because scalability was never considered when the code was generated.
Yes. We review code generated by any tool. If the system was built using vibe coding, we can audit it.
You always receive a clear report explaining the risks and their real impact, but we can also implement the fixes for you. When we do, the focus is not just on security, but also on improving performance, reliability, and cost efficiency as the system grows.
Yes, especially for them. Vibe coding helps you move fast, but it also allows problems to scale fast. Fixing security and architecture early is significantly cheaper than fixing them after user growth, revenue dependency, or compliance pressure.
