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 explains deterministic findings with file-level evidence — built for Cursor, Copilot, and Claude Code users who need reliable security scanning before they ship.
Emergent code audit
Audit Emergent-built apps for generated routes, auth, integrations, dependencies, data access, and production-readiness risk before launch.
Learn moreTempo Labs code audit
Audit Tempo Labs-built React apps for generated components, routes, auth, integrations, dependencies, data access, and production-readiness risk.
Learn moreMagic Patterns code audit
Audit Magic Patterns-generated product UI for components, routes, auth assumptions, integrations, dependencies, data access, and launch risk.
Learn moreFigma Make code audit
Audit Figma Make-generated app code for UI routes, auth assumptions, integrations, dependencies, data access, and production-readiness risk.
Learn moreHostinger Horizons code audit
Audit Hostinger Horizons-built apps for routes, auth, integrations, hosting assumptions, dependencies, data access, and production-readiness risk.
Learn moreCreate code audit
Audit Create-built apps for generated routes, auth, integrations, dependencies, data access, and production-readiness risk before launch.
Learn moreDatabutton code audit
Audit Databutton-built apps for generated API routes, auth assumptions, integrations, dependencies, data access, and handoff risk.
Learn moreBase44 code audit
Audit Base44-built apps for generated routes, auth, integrations, data access, dependencies, and production-readiness risk before launch.
Learn moreReplit Agent code audit
Audit Replit Agent-built apps for routes, auth, secrets, dependencies, database access, and production-readiness risk before launch.
Learn moreAI pull request audit
Audit AI-authored pull requests for changed routes, auth boundaries, dependency edits, and merge-blocking production risk.
Learn moreKiro code audit
Audit Kiro-assisted, spec-driven AI apps for route, auth, dependency, spec drift, and production-readiness risk before launch.
Learn moreCopilot Workspace code audit
Audit Copilot Workspace pull requests for generated route risk, auth assumptions, dependency edits, and review handoff evidence.
Learn moreFirebase Studio code audit
Audit Firebase Studio-built apps for auth, Firestore data paths, generated routes, dependencies, and production readiness before launch.
Learn moreCodex code audit
Audit Codex-assisted repositories for agent edits, auth gaps, dependency risk, and production readiness before launch.
Learn moreAI repository security audit
Audit AI-built repositories for auth, secrets, routes, dependencies, and production security risk before launch.
Learn moreCline code audit
Audit Cline-assisted repositories for agent edits, auth gaps, dependency risk, and production readiness before launch.
Learn moreDevin code audit
Audit Devin and autonomous-agent code changes for auth, dependency, route, and production-readiness risk before merge.
Learn morev0 code audit
Audit v0-generated frontends for route, auth, dependency, performance, and maintainability risk before launch.
Learn moreWindsurf code audit
Audit Windsurf-built apps for auth, dependencies, generated routes, and maintainability before launch.
Learn moreReplit code audit
Audit Replit-built apps for routes, auth, secrets, dependencies, and maintainability before launch.
Learn moreAI code review
Deterministic review for AI-generated code with file-level evidence, not probabilistic guesses.
Learn moreAI vulnerability scanner
Find injection, auth, dependency, and secret-risk patterns in AI-generated code before launch.
Learn moreAI app security audit
Security audit for AI-generated web apps before users, payments, or customer data arrive.
Learn moreAI-generated code audit
Audit AI-built apps for production readiness, maintainability, security, and performance risk.
Learn moreAI startup code audit
Founder-focused audit for AI-built MVPs before launch, payment setup, or developer handoff.
Learn moreAI SaaS code audit
Audit AI-built SaaS products before users, payments, accounts, and production data arrive.
Learn moreAI production readiness
Check whether an AI-built app is ready for users, payments, and production pressure before launch.
Learn moreAI maintainability audit
Find duplicated logic, god files, confusing modules, and cleanup priorities in AI-generated codebases.
Learn moreAI code handoff audit
Give the next developer file-level evidence before they take over an AI-built repository.
Learn moreCursor code review
Check Cursor-built projects for security, quality, dependency, and performance issues before launch.
Learn moreCursor security review
Security-focused review for Cursor-built apps before users, payments, or production data enter the room.
Learn moreCursor Agent code audit
Audit Cursor Agent-assisted repositories for autonomous edits, auth gaps, dependency risk, and production readiness before merge.
Learn moreCopilot code review
Review Copilot-assisted repositories for security, dependency, performance, and maintainability risk before merge.
Learn moreCodeRabbit alternative
Compare VCX when you need repository-level launch-risk evidence, not only pull-request review comments.
Learn moreClaude Code audit
Audit Claude Code-assisted repositories for agentic edits, auth gaps, dependency risk, and production readiness.
Learn morebolt.new code audit
Audit bolt.new-built apps for security, dependencies, performance, and maintainability before launch.
Learn moreAI codebase risk assessment
Assess AI-built codebase risk before launch, funding, customer pilots, or developer handoff.
Learn moreLovable code audit
Audit Lovable-built apps for auth, dependency, route, performance, and maintainability risk before launch.
Learn moreTrae code audit
Audit Trae-assisted repositories for agent edits, auth, dependencies, generated routes, and production-readiness risk before launch.
Learn moreVibe code checker
A practical pre-launch checker for AI-built apps, founders, and fast-moving solo builders.
Learn moreOur 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 VCX report →✓ 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
- Private repository audits
Ship with confidence, not anxiety.
Connect your repo and get your first deterministic audit in under 2 minutes. Free tier — no credit card required.