Interviewers want to hear trade-offs.
Cache consistency: Timeline caches may lag by a few seconds. Acceptable for social media.
Tweet deletion: Must propagate to all cached timelines. Eventually consistent.
Celebrities: Special handling adds complexity but is necessary. Without it, celebrity tweet triggers million cache writes.
Search: Separate from timeline. Elasticsearch with - second indexing delay.