CI Failures Are Fast to Detect but Slow to Understand — That's the Real Problem

The Real Cost of a Red Build Most teams have gotten pretty good at making CI pipelines fast. Parallel test runners, dependency caching, incremental builds — the tooling is mature. But speed only solves half the problem. When a build fails, the clock doesn't stop at the red status check. It starts. N