Auditing the AI Generation.

Vibecoded? Worried about security?

Get a VibeAudit.

Catch trust killers early

auth gaps, leaked secrets, unsafe uploads, broken permissions.

Get a plan you can execute

risk ranked fixes with exact next steps.

Stay in motion

fast turnaround, direct guidance, no noise.

Read Blog

Works with Lovable, Cursor, Bolt, v0, Replit, Claude, Windsurf, GitHub Copilot, and custom stacks.

Built for founders who ship in days and still want production standards.

If a tool can generate your app, it can also generate the same mistakes. We close the gaps that repeat across AI-built code.

Tool-agnostic expertise.

We know the shortcuts these tools take.

AI tools accelerate scaffolding. They also repeat the same risky defaults. We harden boundaries without slowing your velocity.

Lovable

Fast UI. We verify auth flows, tenant rules, and data exposure paths.

Cursor

Rapid iteration. We catch secret leakage, fragile patterns, and permission drift.

Bolt.new

Full-stack speed. We validate trust boundaries and input handling end to end.

Replit

Instant deploy. We secure env boundaries, dependencies, and public endpoints.

v0

UI output. We enforce safe rendering, sanitization, and access control.

Windsurf

Agentic changes. We verify file operations, dependency safety, and permissions.

Claude / Copilot

Great output. Still needs engineering judgement and threat modeling.

ChatGPT

Conversational coding. We review output correctness, injection risks, and boundary assumptions.

What usually breaks first

The issues that turn launches into incidents

We see the same failure modes across AI-built apps. These are not theoretical. They show up right after you get users.

Identity without authorization

Apps check who you are, but not what you can access. That becomes data exposure fast.

We review: object-level access checks, role boundaries, tenant isolation

Secrets escape the boundary

Tokens land in repos, bundles, logs, or browser-visible calls. One leak is enough.

We review: repo and build artifacts, runtime exposure, env separation

Untrusted input reaches dangerous sinks

Inputs flow into queries, templates, filters, or file paths without guardrails.

We review: validation, parameterization, escaping, upload handling

Rendering and content become executable

User content becomes scriptable or privileged through unsafe rendering.

We review: sanitization, CSP guidance, markdown and HTML paths

Dependencies and supply chain drift

Outdated packages and risky transitive deps ship silently.

We review: lockfiles, CVEs, SBOM guidance, upgrade plan

Reliability gaps

No rate limits, no timeouts, no retries. A small spike becomes downtime.

We review: limits, queues, caching, backoff, backups, observability

Pick the depth you need

Start with a launch gate, then go deeper if it earns ROI

Prices incl. 21% VAT.

Launch Gate

€275

Fast validation before you run ads or demos.

  • Surface and dependency review
  • Auth and session sanity check
  • Permission boundary review on key endpoints
  • Input and upload risk pass
  • Basic XSS and rendering review
  • Practical report with severity and fixes
2–3 business days

Apps that feel ready, but you want a clear go or no-go.

Buy Now
Most Popular

Readiness Review

€850

Manual review focused on security, correctness, and maintainability.

  • Everything in Launch Gate
  • Code review for structure, correctness, and safety
  • Performance hotspots and quick wins
  • Accessibility pass on key flows
  • Component and API boundary review
  • Roadmap prioritized by risk and effort
5–7 business days

Founders who shipped an MVP and need it to hold up under real users.

Buy Now

Architecture Blueprint

Custom

A production plan for scaling without rewrites.

  • Everything in the first two packages
  • Technical debt elimination plan
  • Modularity and boundary redesign
  • Data model and tenant readiness review
  • Deployment and environment hardening recommendations
  • Documentation and handoff notes
  • 2 hours developer support for Q&A and decision making
Custom

MVPs that need to scale safely and stay maintainable.

Contact Us

Need a different scope or timeline? Tell us what you are shipping and we will tailor it.

Contact Us Now

From prototype to production posture

1

Pick a package

choose the depth that matches your timeline.

2

Share access safely

ZIP upload or read-only repo access.

3

We review the real flows

auth, permissions, data access, uploads, failure modes.

4

You get a prioritized plan

critical fixes first, mapped to your stack.

5

Optional follow-up

quick call to unblock implementation decisions.

Your code stays private

Least privilege by default: read-only access preferred

No secret handling: never request production credentials

Minimal data retention: delete shared artifacts on request

NDA available for sensitive projects

Who's Behind the Audits

I'm Marwand, founder of Neolyth and the engineer behind Vocadoc.

Marwand Ayubi - Founder of Neolyth

Marwand Ayubi

Founder & Lead Engineer

🇩🇪

VocadocPowering Vocadoc

Vocadoc is a production healthcare platform serving Dutch mental health professionals. It handles sensitive patient data under medical privacy regulations: NEN 7510 and ISO 27001 alignment, encryption at rest and in transit, tenant isolation, audit logging, the works.

I built it. We host it on infrastructure we own. We're accountable when things break.

That's the standard we bring to your review.

8 years building software. The last two deep in AI-assisted development.

Claude Code is my daily driver. I also have hands-on experience with Cursor, Copilot, and the rest of the modern AI toolkit. We know what these tools get right, where they cut corners, and which patterns need hardening before real users show up.

When we review your code, you're not getting a junior analyst working through a checklist. You're getting direct access to the same engineering judgment we apply to software that handles medical records.

Why that matters for you:

Healthcare compliance is unforgiving. If we can secure a platform handling psychiatric session notes under Dutch law, your B2B SaaS is well within scope.

I personally review every audit. We work as a coordinated team, but my eyes are on your code and my name is on the report.

Frequently asked questions

Stop guessing

Get a clear plan to harden your app quickly and ship with confidence.