Why CI Failures Cost More Than You Think — And It's Not About Build Time

The Hidden Tax on Every Engineering Team CI pipelines are supposed to be the backbone of fast, reliable delivery. But for most teams, they've quietly become one of the biggest drains on developer productivity. According to industry research, development teams spend an average of 25–30% of their time dealing with CI/CD issues. A separate study from Cambridge Judge Business School found that 26% of developer time goes specifically to reproducing and fixing failing tests — roughly 620 million devel