# ProductBees

> The App Audit Platform — independent quality and trust layer for vibe-coded software

## About
ProductBees provides independent quality auditing and trust scoring for AI-built (vibe-coded) software applications. We created the VIBE Score, an 8-dimensional framework measuring Velocity, Intelligence, Build Quality, Experience, Security, Scalability, Reliability, and Maintainability.

## Articles

## 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.
URL: https://productbees.com/blog/manifesto
Category: opinion · 16 min read

## The VIBE Score: 8 Dimensions of Software Quality
A comprehensive scoring framework that assesses AI-built applications across eight dimensions — from velocity to maintainability — producing a single trustworthy quality signal.
URL: https://productbees.com/blog/vibe-score
Category: framework · 12 min read

## 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 step to knowing what to build next.
URL: https://productbees.com/blog/maturity-model
Category: framework · 10 min read

## 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 uniquely challenges each one.
URL: https://productbees.com/blog/eight-dimensions
Category: technical · 18 min read

## 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 independent verification becomes the critical infrastructure.
URL: https://productbees.com/blog/trust-layer
Category: opinion · 11 min read

## 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 separate from the entity that builds or sells it.
URL: https://productbees.com/blog/independence
Category: opinion · 9 min read

## The Platform Play: From Scoring to Ecosystem
Scoring is the wedge. The platform is the moat. How ProductBees evolves from a quality signal into the operating system for software trust.
URL: https://productbees.com/blog/platform-channel
Category: methodology · 13 min read

## Taxonomy
- VIBE Score: 8-dimensional scoring framework (0-100 per dimension)
- Maturity Model: 6 stages (Demo → Alpha → Beta → Product → Platform → Infrastructure)
- Audit Tiers: Surface Audit, Deep Audit, Intelligence Audit

## Contact
Email: hello@productbees.com
Website: https://productbees.com