Built it fast. Launch it right.
A senior production readiness review for vibe-coded products. Built with Claude Code, Cursor, Lovable or Bolt? We audit the architecture, security and scalability gaps that stand between a working build and a real product.
Request a review →We work with non-technical founders and product builders who have shipped a working MVP using AI-powered tools, and need clarity before going live.
A vibe code audit, done by senior engineers who understand both the speed of AI development and the demands of production systems.
The foundations your product is built on; whether they can support real usage or need to be reworked before launch.
Credential exposure, authentication gaps, and the vulnerabilities most often introduced by AI-generated code.
Whether your project can handle real traffic; and what it will cost you when it does.
A clear, prioritized action plan; so you know exactly what to fix, in what order, and why.
AI-powered tools have made it possible for non-technical founders to ship working software in days. Vibe coding has democratized product building in ways nobody expected.
What these tools haven't solved is what comes next: knowing whether what you built is safe, scalable, and ready for the people who'll actually use it.
That gap is what we review.
The product works in your hands.
The question is whether it's ready for the hands of your users; and the demands that come with them.Every Production Readiness Review includes:
This is an advisory engagement. We diagnose and plan; we do not execute the fixes. If you'd like our team to implement the remediation, that work is scoped separately.
Our review follows a defined process; built for founders who need answers, not jargon.
You share what your software should do and the issues you've identified.
You grant read-only access to your GitHub repository.
We audit architecture, code, security, and scalability; then build a remediation plan.
A session where we walk you through every finding, in plain language, with the strategy to resolve it.
We close the engagement by confirming access revocation and removing any local copies of your code.
To begin the process, payment is made upfront. Once payment, brief, and repository access are received, you'll be sent the link to schedule the presentation session.
Begin the review →Handing over your source code is an act of trust. Our privacy commitments are clear, strict, and verifiable.
When you engage with Xipe, you work with engineers who have spent years designing and operating real software platforms; combined with deep experience in modern AI-augmented development and vibe coding practices.
We understand both worlds: the products founders are building with AI tools today, and the production-grade systems they need to become.
Our role is simple: help you launch with the foundations that real users demand.
You built it with AI.
We bring the senior judgment to take it to production safely.Is this a vibe code audit?
Yes. A Production Readiness Review is a structured audit of vibe-coded applications; products built primarily through AI-powered tools like Claude Code, Cursor, Lovable, Bolt or Replit. We review the codebase generated by these tools and assess what's needed to take it to production safely.
Which AI development tools do you support?
Claude Code, Cursor, Lovable, Bolt, Replit, v0, and most modern AI-assisted development environments. If you're using a different tool, mention it in the brief and we'll confirm.
What's the difference between this and a traditional code review?
A traditional code review assumes a human wrote the code with intent. A vibe code audit assumes the opposite: the AI generated something that looks right but may be structurally unsound underneath. We review with that lens.
Do you fix the issues you find?
Not as part of the Production Readiness Review. This engagement is advisory; we diagnose and deliver the roadmap. If you'd like our team to implement the fixes, that work is scoped separately.
Who is this for?
Non-technical founders, product builders, and teams who have shipped a working MVP using AI-powered tools and need senior judgment before going live with real users.
If you've vibe-coded something real and need senior judgment before taking it to production; we'd be glad to help.
Request your review →