What is included in AI & Vibe Coding Security Audit
Every engagement covers these core deliverables. No hidden add-ons, no scope creep surprises.
Codebase Vulnerability Sweep
Line-by-line review of your AI-generated endpoints, searching for missing ownership checks, unsecured file uploads, and unsanitized queries.
Authorization Logic Validation
Rigorous testing of tenant boundary rules. We ensure that user session tokens cannot be spoofed to access other users' assets or databases.
Input Sanitization & ORM Audit
Identifying raw SQL queries, unsafe parser options, and raw request-body inputs mapped directly into database update methods.
Agent & Webhook Sandbox Review
If your app uses AI agents to call APIs or fetch links, we test the network perimeter for SSRF (Server-Side Request Forgery) and data exfiltration risks.
Actionable PRs & Hotfixes
Instead of just handing you a PDF report with CVSS numbers, we supply the actual code fixes, unified diffs, or direct pull requests to close the gaps.
Security-Driven AI Rules
We build tailored `.cursorrules` and environment prompt templates for your engineering team to keep AI outputs aligned with security standards.
From kickoff to delivery
A repeatable, transparent process we have refined across 200+ projects. No guesswork on your side.
Static Analysis & Scan Setup
We run custom-tuned Semgrep, Snyk, and SonarQube profiles matching the structural patterns typical of AI code generators (e.g. Prisma shortcuts, Express raw updates).
Manual Threat Modeling
Our senior engineers dissect the business-critical flows: authentication, payment handling, and tenancy checks, where automated scanners fail to spot logical flaws.
Exploit POC Verification
We build isolated proof-of-concept attacks for every vulnerability discovered to prove real-world risk without impacting your live production environments.
Remediation & Handoff
We collaborate with your engineering team to deploy hotfixes, configure continuous compliance guardrails, and train your staff on safe AI coding prompts.
Ready to build your AI & Vibe Coding Security Audit project?
A free 30-minute call. We review your requirements, identify risks early, and give you an honest assessment of what it takes to ship this right.