Brief versus implementation
We map the agreed requirements to the actual code and product behavior. We distinguish complete journeys from placeholders, mocked responses and features that only work under ideal conditions.
AI-BUILT MVP REVIEW
The features are there. Is the product ready?
Fast AI-assisted development can leave a gap between what the brief says and what the product does. We review the code, follow the important journeys, and turn uncertainty into a prioritized plan.
Limited free review capacity. We confirm your start date after agreeing scope and access.
Is this the right review for you?
For nontechnical and technical founders building with Cursor, Claude Code, Codex, Replit or other AI tools. Especially useful when the backlog keeps growing, changes break earlier work, or nobody is certain what is actually finished.
SCOPE, NOT GUESSWORK
What we can check
We choose the highest-value checks together. The free review covers a focused slice of this scope; it does not include every item below.
Identity and permissions
We trace access checks through the server and data layer. Hiding an admin button is not the same as rejecting an unauthorized request.
Data and failure paths
We review relevant persistence, concurrent updates and recovery behavior. We look at what the user sees when a dependency fails, a request repeats or the application restarts.
Deployment and integrations
Within the agreed scope, we inspect environment configuration, secret handling, external services and release checks. A connected service is not proof that its end-to-end workflow works.
Agent workflow and backlog
We identify missing acceptance criteria and checks that let incomplete work accumulate. The deeper paid audit includes environment hardening and guidance tailored to your development flow.
YOUR FIRST STEP
A free review. A document you can use.
Within one business day of the confirmed start date, receive a focused report with verified issues, code references, business impact and recommended next steps. It also states what was not checked.
Send a short brief and the journey you want reviewed. We will agree suitable access privately. No payment or commitment to further work is required.
Get your free reviewChoose what happens next
Keep the report and work with your own team, or commission a deeper paid audit and prioritized task list. That package includes development environment hardening and guidelines for your agent workflow.
If you want implementation help, we can propose a separately scoped two-week sprint focused on the most important fixes. Scope and price are agreed before paid work starts; a sprint is not a promise to clear every issue.
See the evidence before you commit
Our public sample uses Ready or Not itself. It shows verified controls, unresolved operational gaps and explicit limits, without presenting our own work as a client endorsement.
Read the self-audit report →Before we begin
Can you review a product built with several AI tools?
Yes. We review the resulting code and behavior. Tell us about the stack, hosting and development flow so we can agree a useful scope.
Will I receive another huge backlog?
The report separates urgent issues, improvements and unanswered questions. The paid action plan adds priorities and acceptance criteria so you can decide what to do next.
Can my existing developer make the fixes?
Yes. The report is yours to use with any team. You can also commission our guidance, verification or a separately scoped two-week repair sprint.
Does a review certify the entire application?
No. Findings apply to the version, access and scope reviewed. We explicitly identify untested areas and anything that requires further investigation.