What tools do you use to manage application logs and how do you handle log management at scale

What tools do you use to manage application logs, and how do you handle log management at scale?

Centralized logging at scale: As the volume increases, managing logs at scale is done by collecting, storing, and analyzing massive datasets. Explain your use of centralised logging tools such as ELK Stack, Splunk, or DataDog, and strategies for dealing with data retention, indexing, and searching to make logs accessible and manageable as the volume grows. Also include practices like log rotation and archiving for efficient storage.