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Beyond Testing : Making Quality Visible to Executives
Bugs don’t impress CFOs and CEOs. Revenue saved does. Why Executives Don’t See the Value of Testing Ask any CFO or CEO what excites them more: “We achieved 90% test coverage” or “We saved $2.5M in customer churn last quarter”?The answer is obvious. The language of executives is revenue, cost, and risk. Yet too often, […]
Beyond Testing: The Influence and ROI in Quality Engineering
How many time have you been told: “Do more with less.” ? Budgets are shrinking. Hiring freezes are tightening. Yet expectations for faster releases and flawless user experiences keep climbing. The pressure lands squarely on QE leaders: keep quality high, no matter what. In the past, the answer seemed straightforward: add more testers. More eyes […]
Beyond Testing: The QE Influence Gap — Why Feedback Dies
Every QE leader has faced this more or less: your team runs the tests, collects the defects, aggregates feedback from betas, and drops everything into Jira or Confluence — only to watch the insights fade into backlog limbo. The work was done, the signals were clear, but nothing changed. This is the QE Influence Gap. […]
Gamifying Quality: How to Truly Engage Developers and Development Leaders into Quality Engineering
Why Developers Often Tune Out of QE? I’ve spent more than 16 years leading Quality Engineering (QE) transformations across companies small and large. One pattern I see consistently: developers nod politely when quality is mentioned, but when it comes to actually engaging with quality activities, enthusiasm fades. It’s not because developers don’t care. In fact, […]
When AI Writes Your Tests: What We Tried, What Failed, and What We Kept (from the Omniit.ai QE Team)
A few sprints back, we merged a pull request with 60+ Playwright tests the LLM drafted in under 20 minutes. Dazzling velocity—until CI exposed three flaky selectors, two hallucinated API calls, and a “happy path” that never asserted the real business outcome. That’s the day we wrote a new rule on the whiteboard: AI can […]
AI-Driven User Behavior Simulation for E-Commerce Quality Engineering: From CI/CD to Full SDLC Integration
E-commerce success today depends on releasing features at a rapid pace while preserving a flawless user experience. Traditional automated tests often fall short because they simulate only predictable paths — not the messy, varied behaviors of real customers or the increasingly sophisticated bots that interact with retail platforms. AI-driven user behavior simulation offers a step-change […]