The reliability of continuous integration (CI) builds is a significant pain point for developers, with 5-10% of builds failing due to environmental issues rather than code errors. This uncertainty leads to frustration as developers are often left guessing whether the failure is their fault or a problem with the CI system. The resulting inefficiencies can create a heavy backlog of tickets, as teams scramble to identify the root cause of failures, impacting productivity and collaboration.
