Test Automation
AI Testing Tools: The Adoption Chasm Nobody Discusses
89% of enterprises are piloting AI in QA, but only 15% have deployed it at scale — the gap is...
Quality Engineering
Explore our coverage of software quality, test automation, and engineering leadership
Software Engineering
Code Generators: The Brilliant Interns Nobody Supervises
AI code generators boost typing speed but degrade code quality — METR found developers are 19% slower on tasks, while...
Quality Engineering
Testing Theatre: The QA Metrics That Fool Everyone
Volkswagen's tests hit 94% pass rates — then a two-year launch delay exposed the gap. Most QA dashboards measure activity,...
Test Automation
Coverage Obsession: The Metric That Ate Quality Engineering
Research shows coverage has low correlation with fault detection after controlling for suite size. Google enforces no coverage target —...
Test Automation
Test Automation's Dirty Secret: The Debt Nobody Budgets For
Flaky tests caused 57% of Slack's CI failures. Test suites now consume 40% of QA capacity in maintenance — becoming...
Test Automation
Test automation's hidden ledger: costs nobody budgets
Test automation now consumes 42% of QA budgets—up from 31% in 2020. The rise isn't from expanded coverage; it's from...