Security validation for AI-generated and rapid-development codebases
A comprehensive assessment tailored to your environment.
AI-assisted development tools like Copilot, Cursor, and Claude are accelerating how fast teams ship code - but speed without security is a liability. Vibe-coded solutions need to be security checked before they go to market. You don't always need a full pentest. We offer right-sized security services - code reviews, configuration reviews, and light vulnerability scans - that scale with your development pace and keep your cyber program lean and effective.
We review AI-generated codebases, rapid-prototype applications, and vibe-coded MVPs for the security issues that AI tools commonly introduce. This includes insecure defaults, missing authorization checks, exposed API keys, weak input validation, misconfigured cloud services, and logic flaws that LLMs tend to overlook. We also review infrastructure configurations, CI/CD pipelines, and deployment settings.
We meet you where you are. Not every project needs a full-blown penetration test - and we won't try to sell you one. For vibe-coded applications, we offer a tiered approach: targeted code reviews to catch the most dangerous patterns, configuration reviews to make sure your infrastructure isn't wide open, and light vulnerability scans to validate your external attack surface. This lets you scale a real cyber program without the overhead of traditional engagements.
Everything included in your engagement report.
Targeted security code review report
Configuration and infrastructure review
Light vulnerability scan results
AI-specific vulnerability findings
Prioritized risk summary for founders and CTOs
Remediation guidance with code fix examples
Security posture snapshot for investors and compliance
Ongoing security check-in options
A structured approach to identifying and validating vulnerabilities.
AI-generated code pattern analysis
Source code review for common LLM blind spots
Configuration review (cloud, CI/CD, env vars)
Light external vulnerability scanning
Authentication and authorization spot checks
Secrets and credential exposure detection
Dependency and supply chain risk review
Security architecture quick assessment
Typical security issues discovered during this type of engagement.
Complementary security engagements for comprehensive coverage.
OSCP, OSCE, CEH, GPEN certified professionals
Reports designed for compliance audits
Validate fixes at no additional cost
Direct access to testing team during remediation