The App Audit Platform

You Shipped It.
But What Did You
Actually Build?

Independent quality and trust layer for vibe-coded software

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App Audit Platform Illustration

The Manifesto

technical

Part 1: The Audit Framework I Wish I'd Had on Day One

Most founders don't audit their own codebase until something breaks in production at 2 AM. I waited until a load test started lying to me.

8 min read Read more →
Flagship Product

The Audit Cockpit

Run a live, multi-agent AI audit of any application. Our agentic swarm evaluates infrastructure, intelligence, and experience in real-time.

VIBE Scoring Dimensions

The Auditor swarm scores across 8 vectors to determine if an application is production-grade or just "Vibe Coded."

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V: Velocity
I: Intelligence
B: Build Quality
E: Experience
S: Security
Sc: Scalability
R: Reliability
M: Maintainability

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Framework

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

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Editorial

technical

Part 1: The Audit Framework I Wish I'd Had on Day One

Most founders don't audit their own codebase until something breaks in production at 2 AM. I waited until a load test st...

8 min read Read more →
framework

Part 2: The VIBE Methodology

How we turn the subjective 'vibe' of an application into a hard, measurable quality signal. The science of the VIBE scor...

6 min read Read more →
framework

Part 3: Scoring Intelligence (I)

Why AI 'vibe' is not enough. How to evaluate the intelligence of your application across 4 key vectors: resilience, gove...

7 min read Read more →
technical

Part 4: Build Quality (B)

Why 'Vibe Coded' usually means 'Untested'. Using AI to automate the B dimension and ensure your codebase doesn't become ...

5 min read Read more →
framework

Part 5: Experience (E)

Lighthouse is the baseline. High-fidelity glassmorphism is the moat. Measuring the UI Vibe across performance, accessibi...

6 min read Read more →
technical

Part 6: Security (S)

Zero-Trust Agentic Authentication. Why your API needs more than just a password to survive the automated disruption land...

7 min read Read more →
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Join the Founding Cohort

Be first to access the VIBE Score framework. Get early audit slots and help shape the standard.