The guide addresses OutOfMemoryError issues in ServiceNow MID Servers, common in Java applications. It emphasizes diagnosis methods, particularly using yCrash, an advanced monitoring tool. The report highlights significant memory retention in HashMap instances, indicating memory leaks. Optimizing code and GC settings is crucial for improving application performance and stability.