Vibe Coding Security Solutions
Security validation for AI-generated and rapid-development codebases
What this engagement covers
The service
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.
What we test
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.
How we run it
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.
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
What you receive
Findings land in your tracker as you go, not only in a PDF at the end. Retest is in scope, not a change order.
- 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
What we usually find
The issues this engagement surfaces most often. Yours will differ, but this is the shape of it.
Who this is for
Findings are mapped to OWASP Top 10, OWASP ASVS, SOC 2, NIST SSDF, ISO 27001, so the report drops into an audit package rather than needing to be translated first. If you need the readiness work behind one of those, that is a separate engagement.
Scope it in one call
Tell us what is in scope and we come back with a fixed price and a start date. No discovery-call maze, no hourly estimate that moves.
