Rivac LabsAI-Generated Code Security Auditor
AI coding tools ship fast and confident, but they don't know your security context — they'll happily hardcode an API key, skip a row-level-security policy, or leave a prompt-injection sink wide open if that's the pattern their training data suggested. This service audits AI-assisted and vibe-coded applications specifically for the failure patterns these tools produce: hardcoded secrets, missing or broken database-level access controls, and injection points where untrusted input reaches a model or a privileged action. It's for teams that shipped fast with AI-assisted or no-code tools and now need someone to verify what actually got built before it handles real customer data. The result is a concrete list of exploitable gaps specific to how the app was built, not a generic pentest checklist.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Diagnose the codebase and stack to identify which AI-generation patterns and tools were used and their known failure modes.
- 2
Pilot targeted checks against the highest-risk surfaces first — authentication, data access policies, and any AI-facing input.
- 3
Review findings with the team, distinguishing exploitable issues from theoretical ones so fixes get prioritized correctly.
- 4
Deliver the full audit report and verify remediations before the application handles production data.
What You Get
Deliverables from this engagement
- Audit report covering hardcoded secrets, RLS gaps, and injection sinks
- Prioritized remediation list specific to the AI-generated codebase
- Verified fixes for critical and high-severity findings
- Guidance for safely continuing AI-assisted development
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about AI-Generated Code Security AuditorMost engagements like this start as a $500–$2,500 pilot — see full pricing.