Jenkins is a vital CI/CD tool for organizations, and issues like 'java.lang.OutOfMemoryError: GC Overhead Limit Exceeded' can severely disrupt operations. This guide addresses its causes, immediate stabilization steps, and preventive measures. Fixing such memory errors can save substantial engineering time and protect productivity, enhancing overall organizational efficiency.