Code audits for vibe-coded apps

I audit vibe-coded apps so they survive production.

You shipped fast with AI. Now you want a senior pair of eyes to separate the wins from the landmines — bugs, performance, security, UX, and design-system drift.

Schedule initial auditSee what I audit
Messy code files aligning into an audited, clean stackButton.tsxapi/login.tsuseAuth.tspage.module.cssutils.tshooks/useCart.ts

What I audit

Six places your vibe-coded app is probably bleeding time

Bugs & correctness

Logic errors, race conditions, stale state, and the edge cases your happy-path testing missed.

Performance

Bundle bloat, wasted re-renders, missing caching, slow data fetching, and Core Web Vitals regressions.

Security

XSS, exposed secrets, weak auth, unsafe deps, and OWASP top-10 issues specific to AI-scaffolded code.

UX & accessibility

Confusing flows, keyboard traps, missing labels, contrast failures, and loading states that never resolve.

Design system

Token drift, one-off styles, duplicate components, and inconsistent spacing that makes your app feel off.

DRY, SOLID, SSOT, KISS

Duplicated logic, tangled responsibilities, scattered sources of truth, and premature abstractions.

Services

How I work with vibe-coders

Code Audit

From €500 · negotiable

I read your codebase carefully and write you a prioritized report: bugs, performance, security, UX, design system, architecture. Every finding ships with a fix recipe.

  • Written report with severity ratings
  • Fix recipes for every finding
  • Prioritized issue list mapped to impact
  • One follow-up call to plan the fixes
Schedule an audit

Ongoing Retainer

Monthly · let's talk

A monthly engagement for teams who want a steady pair of senior eyes on their codebase without hiring full-time.

  • Recurring audits as new code ships
  • Async Slack / Discord support
  • Quarterly architecture reviews
Discuss a retainer

Selected work

Projects I've helped ship and solidify

vibeland.dev

Directory and showcase platform for indie builders publishing AI-built tools. Advised on architecture, performance, and design-system consistency.

  • Next.js
  • TypeScript
  • Design System
Visit

Testimonials

What clients say

“Aaron found the exact bugs that were silently corrupting our data and handed us a fix plan we could execute in a week.”

Founder, early-stage SaaSAI-scaffolded product, pre-launch

“I vibe coded vibeland.dev solo as a designer. AI got me to launch, Aaron got me to production. He found the landmines I couldn't see, handed me fixes I could execute and left the codebase with guardrails for future me. He audited the whole thing, stripped 4,700 lines and set up the first tests and CI the project had ever had. He's who you want when you've shipped fast and need an AI engineer with a senior pair of eyes.”

EllieDesign Leader & Strategist

“The refactor sessions saved us weeks of spinning on design-system inconsistencies. Our components finally feel like a system.”

Product engineerConsumer web product

Schedule initial audit

Pick a time. 30 minutes, no pitch.

Tell me what you're building and what's been rough. I'll tell you whether an audit would help and what it would cost. If we're a fit, we book the audit. If not, you leave with a couple of free pointers.

Prefer email? Email me directly.