Java production systems face challenges due to outdated analysis tools for large heap dumps, which exceed local machine capacities. This leads to delays in resolving memory issues, increasing Mean Time to Resolution (MTTR). Modern solutions involve automated, distributed analysis to streamline workflows, reduce dependencies on individual expertise, and enhance incident response efficiency.