Design a notification system like LinkedIn.

Design a system to deliver real-time and batch notifications (likes, comments, jobs, messages) across push, email, and in-app. It must handle massive fan-out (one action → millions of recipients), be low latency, reliable, and respect user preferences. Support deduplication, prioritization, and rate limiting. Must be extensible for new notification types and channels.