The App Audit Manifesto
Vibe coding democratised creation. It did not democratise quality. This is our case for why that matters, and what we intend to do about it.
16 min read Read more →
The App Audit PlatformYou Shipped It.
You Shipped It.
But What Did You
Actually Build?
Independent quality and trust layer for vibe-coded software
Join the Founding CohortThe Manifesto
The VIBE Score
Eight dimensions. One quality signal. The VIBE Score framework turns subjective quality into measurable, comparable data.
V Velocity
I Intelligence
B Build Quality
E Experience
S Security
Sc Scalability
R Reliability
M Maintainability
The Maturity Model
Six stages from Demo to Infrastructure. Know where you are. Know where you need to be.
Demo
0–15 pts
Alpha
16–35 pts
Beta
36–55 pts
Product
56–75 pts
Platform
76–90 pts
Infrastructure
91–100 pts
Editorial
The App Audit Manifesto
Vibe coding democratised creation. It did not democratise quality. This is our case for why that matters, and what we in...
16 min read Read more →
The VIBE Score: 8 Dimensions of Software Quality
A comprehensive scoring framework that assesses AI-built applications across eight dimensions — from velocity to maintai...
12 min read Read more →
From Demo to Infrastructure: The 6-Stage Maturity Model
Not every app needs to be infrastructure. Understanding where your software sits on the maturity spectrum is the first s...
10 min read Read more →
The 8 Dimensions of Trustworthy Software
A deep dive into each dimension of the VIBE Score framework — what we measure, why it matters, and how AI-built software...
18 min read Read more →
Why the Trust Layer Matters More Than the Code
In a world where anyone can ship software in hours, the scarce resource is not code — it is trust. Here is why independe...
11 min read Read more →
On Independence: Why the Auditor Can't Be the Builder
The case for structural independence in software quality assessment — why the entity that scores software must be separa...
9 min read Read more →
Join the Founding Cohort
Be first to access the VIBE Score framework. Get early audit slots and help shape the standard.