FEATURES
Everything you need to shipAI-generated code safely
VCX combines deterministic code review, security scanning, dependency auditing, and codebase visualization into one tool — purpose-built for developers using Cursor, Copilot, and Claude Code.
Deterministic Code Review
Every scan runs the same rule-based analyzers. Same code in, same findings out — no randomness, no hallucinations. Your CI pipeline gets results you can trust and diff between runs.
Why it matters: Ship with confidence knowing your review tool won't flip-flop between runs or invent issues that don't exist.
Learn more →Security Vulnerability Scanning
Detects SQL injection, XSS, hardcoded secrets, insecure crypto, path traversal, and more. Each finding includes the exact file, line number, and evidence — not a probability score.
Why it matters: Catch the exploits your AI coding assistant introduced before they reach production.
Learn more →Performance Pattern Detection
Finds N+1 queries inside loops, missing async/await, unnecessary re-renders, bundle bloat patterns, and inefficient data fetching — the patterns AI generates freely and you don't notice.
Why it matters: Stop shipping slow code that works in development but falls over in production.
Learn more →Interactive Codebase Visualization
See your entire project as an interactive dependency map. Understand module boundaries, identify God files, and trace how components connect — even if you didn't write them.
Why it matters: Finally understand the codebase your AI built. Navigate complexity instead of drowning in it.
Learn more →Dependency Auditing
CVE lookup via OSV.dev, license conflict detection, deprecated package alerts, and version staleness checks — all verified against real vulnerability databases, not AI guesses.
Why it matters: Know exactly which packages are putting your users at risk and what to upgrade.
Learn more →GitHub Integration
Connect any public or private GitHub repository with a URL. VCX clones, indexes, and scans in seconds. Results link directly to your source files.
Why it matters: Zero config. Paste your repo URL and get findings in under two minutes.
Learn more →Code Quality Analysis
Dead exports, copy-pasted logic, God files, unused dependencies, and complexity hotspots. Every finding is backed by a concrete rule violation with evidence you can verify.
Why it matters: Clean up the technical debt AI quietly accumulates across your codebase.
Learn more →Export & Download
Download full audit reports as JSON or PDF. Share findings with your team, attach them to pull requests, or archive them for compliance.
Why it matters: Take your audit data wherever you need it — no vendor lock-in.
Learn more →CLI Access
Run scans from your terminal with npx vibecodexray scan. Integrate into CI/CD pipelines, pre-commit hooks, or custom workflows.
Why it matters: Automate code review where it matters — in your existing development workflow.
Learn more →THE DIFFERENCE
Deterministic beats probabilistic
AI-powered security tools use language models to guess at vulnerabilities. They hallucinate findings, miss real issues, and give different results on every run. VCX is different.
Same code, same results
Every scan is reproducible. No randomness, no temperature settings, no surprises.
Evidence-backed findings
Every finding includes the exact file, line number, rule, and proof. Verify it yourself.
Zero false positives by design
Rule-based analysis means no AI guessing. If VCX flags it, the code actually has the issue.
// AI security tool
Run 1: "3 critical vulnerabilities"
Run 2: "1 critical vulnerability"
Run 3: "5 critical vulnerabilities"
← Different results every time
// VCX deterministic scan
Run 1: "3 critical vulnerabilities"
Run 2: "3 critical vulnerabilities"
Run 3: "3 critical vulnerabilities"
← Same code = same results ✓
Ready to see what your AI missed?
Connect your repo and get your first deterministic audit in under 2 minutes. Free tier — no credit card required.