When engineering teams scale continuous integration and continuous delivery (CI/CD) pipelines, traditional issue trackers often stop functioning effectively as coordination tools and become passive data repositories. Finding a bug is simple — managing its lifecycle across automated tests, distributed environments, and multiple teams is where most operational friction appears.
