The first structural risk scanner for AI-generated codebases.
Built with Cursor, Lovable, Bolt.new, Replit, or v0? The Chaos Scanner runs locally on your machine and measures architectural risk against five root causes — in minutes. No code upload. No account required.
Join the private beta — founding users receive early access and priority analysis.
What it detects
The Chaos Scanner measures structural risk across five dimensions:
| Check | Root Cause | What It Detects |
|---|---|---|
| File size analysis | RC01 | Files exceeding 500 LOC — architecture drift signal |
| Circular dependency scan | RC02 | Circular import chains — blast radius multiplier |
| Naming entropy check | RC03 | Inconsistent naming patterns across modules |
| Test coverage ratio | RC04 | Test-to-production file ratio — safety net gap |
| CI/CD configuration check | RC05 | Pipeline presence and enforcement depth |
The scanner outputs a preliminary AI Chaos Index (ACI) score — a directional indicator of structural risk.
How it works
YOU RUN SCANNER ANALYZES YOU GET
─────── ──────────────── ───────
npx vibecodiq-scan → Dependency graph → ACI score
File structure Top findings
Test infrastructure Risk classification
CI/CD configuration Next steps
Runs locally. ~2 minutes. No upload.
Your code stays No external calls. No account.
on your machine.Example output
═══════════════════════════════════════════ VIBECODIQ CHAOS SCANNER — v0.1 ═══════════════════════════════════════════ Scanning: ./src Files analyzed: 127 Total LOC: 34,218 ───────────────────────────────────────── STRUCTURAL CHECKS ───────────────────────────────────────── [WARN] Files > 500 LOC .............. 8 found [FAIL] Circular dependencies ........ 4 chains [WARN] Test coverage ratio .......... 12% [FAIL] CI/CD pipeline ............... not detected ───────────────────────────────────────── PRELIMINARY ACI SCORE: ~58 (ELEVATED) ───────────────────────────────────────── For a complete AI Chaos Index with root cause scoring and failure pattern detection: → https://vibecodiq.com/analyze-ai-app ═══════════════════════════════════════════
Scanner vs. Quick Scan
| Chaos Scanner (free) | Quick Scan ($297) | |
|---|---|---|
| Runs | Locally on your machine | Expert analysis by architect |
| Time | ~2 minutes | 24 hours |
| ACI score | Preliminary estimate | Complete weighted score |
| Root causes | Partial (automated checks) | All 5 scored (RC01–RC05) |
| Failure patterns | Top-level signals | Full detection (FP001–FP021) |
| Report | Terminal output | PDF report with findings |
| Remediation | None | Prioritized recommendations |
The scanner is a starting point. The Quick Scan is the complete diagnostic.
Get Early Access
Research shows 15× more defects in structurally unhealthy code. AI-assisted codebases scale faster than their architecture. The Chaos Scanner will help you measure that risk before it compounds.
No spam. No marketing emails. Just the scanner launch notification.
What happens after
If the scanner detects elevated structural risk, you have two options:
Run detection scripts manually
Each canonical article in the AI Chaos knowledge base includes copy-pasteable detection commands for specific failure patterns.
Get the complete diagnostic
The Quick Scan measures all five root causes with expert analysis and delivers a prioritized findings report in 24 hours.
Structural risks compound over time.
Start with a free scan. Get the complete picture with a Quick Scan.