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What we found, written down.

White papers and case studies from real audits. Each one carries the measurement behind the finding and what we changed to close it. Free to download, no form in the way.

White PaperFeatured

The Working Application Fallacy: What Four and a Half Months of Silence Hid in a Vibe-Coded Codebase

A live small-business website ran for four and a half months on unreviewed, AI-generated code with a clean console, a working demo, and a contact form that had never delivered a single lead. This case study measures the gap between "it works" and "it's sound": two-thirds of the source doing nothing, user-facing defects invisible to manual testing, and the numbers on what the cleanup fixed, what it cost, and where it made things worse.

Author
Matt Bowers
Published
8 Aug 2026
File
PDF · 21.4 KB
Download PDF — The Working Application Fallacy: What Four and a Half Months of Silence Hid in a Vibe-Coded Codebase
Case Study

Passing by Default: A Guided Vibe-Coding Process, Audited

A guided, disciplined AI-assisted build had strict typing, real unit tests, and real process controls in place. Our audit still found a CI test gate that had never run a single test, and two more findings hiding behind it. Anonymized case study, described at the level of impact, not exploit detail.

Author
Matt Bowers
Published
13 Aug 2026
File
PDF · 6.0 KB
Download PDF — Passing by Default: A Guided Vibe-Coding Process, Audited