Blog

Insights on software quality and compliance

Research, analysis, and practical guidance for engineering leaders navigating QA automation, compliance, and software delivery.

Thought Leadership

The Last Manual Process

Finance automated decades ago. Marketing, sales, HR — all platform-driven. Quality assurance, the function responsible for whether the product actually works, is still running on spreadsheets and human labor. Nobody noticed.

April 14, 2026

QA Strategy

The 5:1 Myth

The 5:1 developer-to-QA ratio has the feel of an industry standard. It is, in practice, a ceiling that got mistaken for a target. Here is what the math actually says.

April 13, 2026

Research

The Human Variable

Your test quality depends on whether your QA engineer slept well, ate lunch, and isn't worried about a sick kid at home. That's not a management failure. It's biology. And it's costing you more than you think.

April 13, 2026