The article outlines strategies for troubleshooting CPU spikes in Java applications, highlighting issues like repeated Full GC, non-terminating loops, and non-synchronized access to HashMap. It presents tactical and strategic solutions, including monitoring garbage collection, analyzing thread dumps, and replacing HashMap with ConcurrentHashMap to mitigate CPU performance issues.