opinion 16 min read
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.
2025-03-28 Read more →
Editorial
Deep thinking on software quality, AI-built applications, and the frameworks that will define trustworthy software in the post-vibe-coding era.
framework 12 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.
2025-03-28 Read more →
framework 10 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.
2025-03-28 Read more →
technical 18 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.
2025-03-28 Read more →
opinion 11 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.
2025-03-28 Read more →
opinion 9 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.
2025-03-28 Read more →
methodology 13 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.
2025-03-28 Read more →