Need to setup API Logging tool for our project

Need to set up an API Logging tool for our project on the prod environment.

Would like to know the details on the product stack, cluster setup, hardware & software specifications, storage requirements for logging, and archival and retention policies.

Please share the documentation, and best practices with respect to its setup on Production servers and in cost optimal way.

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