The AI engineer that actually QAs your app.
Other AI tools write your code. We watch what it ships. Here's how it works — in plain English.
Drop your URL
Paste a GitHub repo or a deployed site. That's it. No install, no config.
We scan everything
7 scanners run in parallel: code quality, security, dependencies, secrets, E2E, visual, live pen-test.
We auto-fix what breaks
On paid plans we open PRs with working fixes. Your preview env verifies before merge.
Scanners
Seven scanners, one clean score.
Every one runs in parallel in an ephemeral sandbox — then results are merged into a single VibingIQ Score between 0 and 100.
Code quality
Semgrep rules + AI review of changed files. Catches dead code, un-typed surfaces, sloppy error handling, anti-patterns in your framework.
Security
Semgrep security rules + targeted AI analysis of auth flows, data paths, and user input. Finds SQLi, XSS, IDOR, SSRF — the serious stuff.
Dependencies
Trivy against your package files. Known CVEs, out-of-date critical libs, license risks.
Secrets
Gitleaks across your full git history. Leaked API keys, committed .env files, hardcoded tokens.
E2E flows
Playwright + AI. We read your routes and auth flows, then generate tests that actually click through your app.
Visual regression
Screenshots every major route and pixel-diffs against the last known-good. Catch layout breaks the moment they ship.
Live pen-test
We probe your deployed URL: CORS, auth bypasses, rate-limit checks, exposed admin endpoints. Read-only. Never destructive.
Auto-heal
Not just detection. Repair.
When we find something fixable, our AI writes the patch, opens a PR, and verifies it works before merging — or before bothering you.
1. Diagnose
AI reads the issue, the file, surrounding code, and recent git diff to build a root cause.
2. Fix
AI writes a patch in diff format. A fresh branch is created: vibingiq/fix-{issue_id}.
3. PR
We open a draft pull request against your default branch with the fix, a short changelog, and a test plan.
4. Verify
Your Vercel/Netlify preview deploys automatically. We run targeted E2E tests against the preview URL.
5. Merge
All green? In PR mode: we mark the PR ready for review. In auto-merge mode: we merge and delete the branch. All red? We post logs and hand it back to you.
Stack support
If your vibe-coding tool can ship it, we can scan it.
Frontend frameworks
- Next.js (App + Pages)
- Vite + React
- Remix
- SvelteKit
- Nuxt
- Astro
Backend
- Express / Fastify / Hono
- FastAPI / Flask
- Rails
- Go (Gin, Echo, Fiber)
- Edge functions (Vercel / Cloudflare)
Platforms
- Vercel / Netlify / Cloudflare
- Railway / Render / Fly.io
- Supabase / Neon / Planetscale
- Lovable / Bolt / v0 / Cursor / Replit / Windsurf-shipped apps
Don't see yours? Scan anyway — our auto-detect handles most edge cases, and our team reviews every new stack within 24 hours.