How do you design a scalable logging system for iOS production apps?

A scalable logging system uses structured logs, levels, batching, and remote transport.

Logging must be structured (not plain strings), categorized by severity, and optionally buffered before sending to backend. High-volume logs are sampled to avoid overhead. Privacy filtering is required to avoid sensitive data leakage.