How accurate is the detection?

Pattern matching and heuristics, not ML. Designed for fun and insight, not forensics. Think vibe check. Based on patterns we have observed in AI vs human code.

What patterns does it look for?

5 key features: (1) Generic naming like data/result, (2) Line repetition, (3) AI-style comments, (4) Framework boilerplate, (5) Creative naming. AI uses generic names, repetitive patterns, explanatory comments.

Does it work for all languages?

Yes! Patterns are language-agnostic. Works with Python, JavaScript, Go, Rust, etc. Best with 10+ lines of code.

Is my code sent to a server?

Nope! Analysis happens in your browser using JavaScript. Code never leaves your device. No storage, no external APIs. Completely private.

Vibe Code DetectorDoes your code have soul?

Is your vibe-coded app
actually safe to launch?

Moving fast with AI is magic. But before real users and real credit cards hit your app, find out what your AI editor forgot. 108 automated checks for exposed Stripe keys, open iframes, broken auth guards, and infinite token loops.

Founder Pass • $15.00 One-Time • All Repositories

3 Steps to Ship With Total Confidence

Fast static scans, live attack surface checks, and 1-click prompts ready for your AI editor in under 10 seconds.

1. Enter Web URL or Repo

Paste your live web app URL (Vercel, Netlify, custom domain) or GitHub repository. Instant free preview, zero setup.

2. 108 Deep Launch Checks

We hunt for leaked secret keys, clickjacking vulnerabilities, unauthenticated routes, and token-burning infinite loops.

3. 1-Click Cursor Fixes

Get prioritized findings with pre-written fix prompts. Paste directly into Cursor, Lovable, or Claude Code and ship safely.

⚡ Get Founder Pass ($15)→View Sample Report →

How It Works: We Catch What AI Editors Miss

Building fast with Cursor, Lovable, or Bolt is incredible. But AI is notoriously careless with secrets and edge cases. We scan your raw code and live endpoints so you can ship without launch day dread.

The 4 Launch Readiness Pillars

🔑

1. Leaked Keys & Secrets

Catch exposed Stripe keys (sk_live_), Supabase secret roles, and OpenAI credentials in client bundles before bots drain your account.

🛡️

2. Live Attack Surface

Probes for missing security headers, clickjacking exposure, unauthenticated API endpoints, and open CORS policies in real time.

🍝

3. AI Spaghetti & Loops

Detects infinite retry loops burning $400 in LLM tokens, 400-line god components, swallowed errors, and hallucinated npm packages.

⚡

4. 1-Click AI Fix Prompts

No 50-page enterprise compliance PDFs. You get exact line numbers and copy-paste prompts tuned for Cursor, Lovable, and Claude Code.

📄 Verified Report Format

Explore an Interactive Sample Report

See how real launch findings look with exact file locations, risk explanations, and 1-click prompts ready for Cursor, Lovable & Claude Code.

View Interactive Sample Report →

⚡

Under 10-Second Scans

Lightning-fast static checks and live headers delivered while you are still in flow.

🔒

Zero Untrusted Execution

We never run customer scripts, build commands, or binaries. Your code stays private.

🎯

1-Click Fix Prompts

Every finding includes a pre-written prompt for Cursor, Lovable, Bolt, Windsurf & Claude Code.

Frequently Asked Questions

Everything you need to know about Vibe Code Detector

A fast, developer-first check tailored specifically for apps built with AI tools like Cursor, Lovable, Bolt, Windsurf, and Claude Code. We hunt for the critical things AI editors miss: exposed secret keys, missing security headers, clickjacking risks, unauthenticated API routes, and infinite token loops before you go live.

We analyze your live web app headers and GitHub repository structure against 108 launch-readiness checks. We inspect client bundles for leaked credentials, verify that API endpoints are protected, and generate 1-click refactor prompts so you can fix issues in Cursor or Claude in seconds.

We enforce a strict Zero Secret Exposure policy. Any detected API keys or credentials are automatically redacted server-side before anything is displayed. Your source code is never executed, never stored, and never used to train any AI models.

Yes! The Founder Pass includes unlimited rescans under your account so you can verify your fixes in Cursor, Lovable, or Claude Code pass before you launch.

You can submit any live web application URL (such as your Vercel or Netlify staging site or custom domain) or any public or private GitHub repository.

We offer simple, transparent pricing: $0 for instant surface scans and previews, and $15 one-time for the Founder Pass, which unlocks full audits and 1-click fix prompts across all your repositories and live web apps with zero subscriptions.

🧪

Is your vibe-coded app
actually safe to launch?

3 Steps to Ship With Total Confidence

1. Enter Web URL or Repo

2. 108 Deep Launch Checks

3. 1-Click Cursor Fixes

How It Works: We Catch What AI Editors Miss

The 4 Launch Readiness Pillars

1. Leaked Keys & Secrets

2. Live Attack Surface

3. AI Spaghetti & Loops

4. 1-Click AI Fix Prompts

Explore an Interactive Sample Report

Under 10-Second Scans

Zero Untrusted Execution

1-Click Fix Prompts

Frequently Asked Questions

Vibe Lab

Tools Directory

Learn Hub

Is your vibe-coded app actually safe to launch?

3 Steps to Ship With Total Confidence

1. Enter Web URL or Repo

2. 108 Deep Launch Checks

3. 1-Click Cursor Fixes

How It Works: We Catch What AI Editors Miss

The 4 Launch Readiness Pillars

1. Leaked Keys & Secrets

2. Live Attack Surface

3. AI Spaghetti & Loops

4. 1-Click AI Fix Prompts

Explore an Interactive Sample Report

Under 10-Second Scans

Zero Untrusted Execution

1-Click Fix Prompts

Frequently Asked Questions

Vibe Lab

Tools Directory

Learn Hub

Is your vibe-coded app
actually safe to launch?