Beyond the Demo Audit · repository-level review
Find out what is actually happening inside your app before more people depend on it.
I review your repository and business logic through the Beyond the Demo Framework, then give you Confirmed Findings, a readiness assessment, and a Priority Action Plan within 48 hours.
The call is free. The Audit is $500 only if it is the right fit and you choose to proceed.
Why I built the Audit
My own app looked ready too.
I’m Bilal. I started as a software engineer before AI could build most of an app for you. I learned to review systems by following the code, permissions, data paths, and business logic behind what users see on the screen.
Later, I let AI take the lead on an internal AxonBuild tool. The demo looked good. But when I reviewed the repository, I found gaps the screen did not show: sign-in could be faked in the browser, some endpoints were not consistently checking who was calling them, and live API keys were sitting in the code. The next AI suggestion was to push the project to GitHub without mentioning the keys.
That did not convince me that building with AI was a mistake. It showed me that once the app works, the final review is a separate job.
That review process became the Beyond the Demo Framework, which is what I now use inside the Audit.
Getting to a working app is real progress. The Audit helps you separate what is already working from what still needs attention before more people depend on it.
The Beyond the Demo Framework
This is where the Audit goes deeper.
The Audit applies the Beyond the Demo Framework to your repository and business logic. Each Confirmed Finding is tied back to repository evidence, then translated into what it means for your app, your users, or your next launch.
The Audit is not a certification, warranty, or guarantee of zero bugs. It gives you Confirmed Findings, severity, practical impact, and a Priority Action Plan based on the evidence reviewed.
What you get in the Audit Report
A clear Audit Report with evidence, priorities, and recommended next steps.
An overall view of where the app stands, based on repository evidence, business logic review, and the Confirmed Findings across the Beyond the Demo Framework.
Each finding includes severity, affected area, relevant file references, evidence notes, and the behavior confirmed during review.
A clear explanation of what each finding could mean for your users, revenue, data, reliability, or future development.
A clear order of what needs attention first, what can wait, and what is useful but not urgent based on severity and impact.
Recommended next steps for the Confirmed Findings, written so you can decide what to fix yourself, review further, or hand to a developer.
A written Audit Report you can keep, share with a developer, or use to guide your next round of technical decisions.
After receiving the report, you can book a walkthrough to discuss the findings and ask questions.
The $500 Audit covers diagnosis, evidence, prioritisation, and recommended actions. Code changes and implementation are not included.
Tested against real codebases
The framework behind the Audit has been tested against real apps built with AI tools.
In 2026, I checked the framework against 26 real codebases, including client projects I’ve worked on and public repositories reviewed against code evidence.
The point was simple: check whether the framework could find real product, security, data, and AI-risk issues that a surface-level review would miss.
Two AI features anyone online could use at the owner’s expense.
Two AI-enrichment routes were open without login checks. A caller could move through contact IDs, read CRM records, and trigger AI usage billed to the owner.
routes/ai/enrich-contact.ts No session check before CRM lookup Billable AI call triggered from public request
The pattern was clear: working AI-built apps can still hide important issues that only repository-level review can confirm.
The call is free. The $500 Audit only happens if it is the right fit and you choose to proceed.
What happens after you book the free Audit Call
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Book your free Audit Call
Choose a time for a 30-minute conversation about your app. No payment or repository access is required to book.
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Confirm fit and access
If the Audit is the right fit and you choose to proceed, I’ll explain payment and the safest practical way to provide the repository access needed for review.
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The review begins
Once payment is complete and access is working, I begin the 48-hour review window.
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Receive your Audit Report
I send the Audit Report when it is ready, including the findings, priorities, and recommended next steps. If you want to talk through it, you can book an optional walkthrough.
Beyond the Demo Audit
$500 Audit
One focused review. One clear next step.
You are paying for evidence-backed answers to three practical questions:
- What is actually happening inside the app?
- Which findings deserve attention first?
- What should you do next?
The call is free. No payment is required to book.
Questions
Questions founders ask
What happens on the free Audit Call?
We’ll talk through your app, what you want the Audit to clarify, and whether the review makes sense. If it does, I’ll explain how to proceed.
Do you need access to my code?
Yes. The Audit needs access to your codebase, repository, or the closest equivalent your platform allows. The exact method is decided after fit is confirmed and only if you choose to proceed.
Will you change anything in my app?
No. The Audit is diagnosis only. I review the repository, document the findings, and recommend next steps. I do not change or deploy anything as part of the Audit.
My builder already checked the app. Why do I need this?
Builder scans can catch useful misconfigurations. The Audit reviews repository evidence, business logic, permissions, payment flows, and data rules in context. A control being present does not always mean the real user flow is protected correctly.
Why not just ask AI to review the repository?
You can, and it may catch useful issues. The Audit adds evidence checking, severity judgement, business context, and a clear Audit Report that prioritises what deserves attention first.
Is my code kept private?
Yes. Your code is treated as confidential. I only use the access needed to complete the Audit, I do not pull production customer data, and I do not test by exploiting live users. I can also sign an NDA before you share access.
Stop guessing which parts are ready.
You already did the difficult part: turning an idea into a working product. The Audit helps you see what deserves attention before more people depend on it.
30-minute first call · No payment required to book · Beyond the Demo Audit: $500