Quality Engineering
The maintenance myth: what AI test generation costs
AI testing vendors promise 80% reductions in maintenance effort. IEEE research across 400 teams finds 62% see no meaningful savings....
Quality Engineering
Explore our coverage of software quality, test automation, and engineering leadership
Quality Engineering
Manual QA's Last Stand: The Machines Have Already Won
89% of enterprises are piloting AI in QA, yet only 16% have adopted it. The 59-point gap is closing fast...
Software Engineering
The coder's crutch: AI-assisted development's hidden costs
AI tools like Copilot now write 46% of code on GitHub. Developers ship faster—but understand less, creating compounding technical debt....
Quality Engineering
Quality's Second Act: What Software Can Steal from Factories
Boeing's $31 billion quality failure mirrors software's inverted cost structure. US firms spend 3.4× more fixing defects than preventing them....
Quality Engineering
Software's Trillion-Dollar Tax: The Cost Nobody Itemises
CISQ estimates poor software quality costs the US $2.41 trillion a year. CrowdStrike's single untested update destroyed $500 million in...
Quality Engineering
The test strategy trap: why quality plans fail
91% of organisations have a documented test strategy; only 19% think it works. Most quality plans fail because delivery moves...