Deterministic code reviewfor AI-built code.
VibeCodeXray gives vibe coders deterministic code review with evidence-backed security, performance, and quality findings. Same code, same result, no hallucinations, no guessing.
Free tier · No credit card · Built for Cursor, Copilot & Claude Code users
VCX is your automated code review tool for AI-generated projects. Unlike traditional linters, VCX provides deterministic analysis with zero false positives — perfect for Cursor, Copilot, and Claude Code users who need reliable security scanning.
Our automated code review tools run battle-tested rules across security, performance, quality, and dependencies. Every finding is evidence-backed and actionable.
WHAT VCX FINDS
Catch what AI misses
AI coding tools write fast. They also introduce real vulnerabilities. VCX runs rule-based checks — no AI guessing — across four categories.
Security
SQL injection, XSS, hardcoded secrets — the exact exploits your AI assistant doesn't warn you about. Learn about AI code security →
Performance
N+1 queries in loops, missing awaits, bundle bloat — patterns AI generates and you don't notice
Quality
Dead exports, God files, copy-pasted logic — what happens when you prompt-engineer without refactoring
Dependencies
CVE lookup via OSV.dev, license conflicts, deprecated packages — checked against real databases
HOW IT WORKS
Deterministic code review, step by step
Connect a repo, run rule-based checks, and review evidence-backed findings before AI-generated issues reach production.
Connect
Paste your GitHub repo URL or upload a zip — VCX clones and indexes it in seconds.
Scan
Our automated code review engine runs deterministic analyzers across your entire codebase. No AI guessing — every finding has a file, line number, and proof. The same code produces the same results, every time.
Fix
Get prioritized findings with evidence, plain-language explanations, and suggested diffs. See your whole codebase on an interactive map.
SEE A VIBE CHECK
Don't trust the pitch. Trust the evidence.
Here's the kind of proof VCX is built to show: exact file paths, exact rules, and a plain-language explanation of why the finding matters before you ship it.
SQL injection in search route
src/app/api/users/search/route.ts:42
User input is interpolated directly into a SQL string instead of using a parameterized query.
N+1 queries inside dashboard loop
src/app/dashboard/page.tsx:118
The dashboard fetches related records per row, which scales badly as usage grows.
Copy-pasted auth helper divergence
src/lib/auth/session.ts:12
Two auth helpers now disagree on admin checks, creating a maintenance and authorization risk.
CLARITY
Not another linter
VCX is purpose-built for vibe coders — people who ship real products with AI but didn't write every line themselves. It adds deterministic code review on top of the speed AI already gives you.
✗ NOT THIS
Another AI security tool
Tools that use AI to find issues can hallucinate findings. VCX's analysis engine is deterministic — same code, same result, every time. AI only explains findings, never decides them.
✗ NOT THIS
A linter for senior devs
ESLint tells you what's wrong. VCX explains it in plain language, shows you the exact evidence, and maps your whole codebase so you can actually understand what you shipped.
See a sample vibe check →✓ THIS
A QA partner for vibe coders
You use Cursor, Copilot, or Claude Code to build. VCX is the thing that checks what they built. Every finding backed by a concrete rule violation with evidence.
WHY VCX
Automated code review tools built for AI-generated code
Traditional code review tools weren't designed for vibe coders. VCX fills the gap between AI coding assistants and production-ready code. Our deterministic code review catches what Cursor, Copilot, and Claude Code miss — without the hallucinations of AI-powered security tools.
COVERAGE
Works with whatever your AI generated
PRICING
Start free, scale when ready
Free
For personal projects
$0/mo
- 5 free audits to get started
- Security, quality & dependency checks
- CLI access
Pro
For professionals
$29/mo
- 50 scans per month
- AI-powered fix suggestions
- CI/CD integration (coming soon)
Ship with confidence, not anxiety.
Connect your repo and get your first deterministic audit in under 2 minutes. Free tier — no credit card required.