TL;DR — News Feed Ranking

Design a news feed ranking system that selects and orders posts from a user's social graph for their feed. The system must predict engagement, balance content diversity, handle both follow-based and algorithmic discovery, and rank hundreds of candidate posts in real-time for each feed load. Key features: Aggregate candidate posts from user's social graph. Multi-objective engagement prediction (like, comment, share, time spent).