What kinds of apps do you review?
Web apps, APIs, SaaS MVPs, and many mobile-backed stacks. If you can share code and describe how the product is
deployed and used, we can assess production readiness for that context.
Do you only review AI-built apps?
We focus on AI-generated code and vibe-coded apps because that is where clarity is often missing, but the same
senior developer audit applies whenever you need a launch readiness review.
Why can’t I just audit the code with AI myself?
AI tools can help spot patterns and surface ideas, but they are not a substitute for a senior engineer who takes
responsibility for a production-readiness judgment. Models lack full context about your deployment, users,
threat model, and what level of risk you can accept. They can miss issues, lean on generic best-practice advice,
or sound confident when they are wrong. A human audit combines structured review with prioritization for your
situation, and a clear verdict you can act on.
What tools or stacks can you work with?
Common stacks and frameworks are fine; we care about architecture, security, data, and operations. Tell us your
stack when you submit access. We will confirm fit if something is unusual.
What do I need to provide for the audit?
Usually repository access or a code export, deployment notes, and product context (who the users are, what must
not break). Exact requirements are confirmed after payment.
Will you fix the issues too?
This service is an audit and roadmap, not an open-ended build. Advisory packages help you prioritize fixes;
implementation is separate unless we agree otherwise.
How long does the audit take?
Quick VibeCheck is the fastest turnaround. Deeper audits take longer and depend on scope. You will get an
estimated timeline after we receive materials.
Can I use this before launching an MVP?
Yes, especially if you want a production-ready MVP perspective: what is acceptable for an early launch versus
what is an unacceptable risk.
What if I built my app with Cursor, Bolt, Replit, Lovable, Claude, or similar?
That is exactly the scenario VibeCheck is designed for: fast-built software that needs senior engineering
judgment before you point real traffic and data at it.