A news feed is the central content stream in social platforms like Facebook, Twitter, or Instagram. When users open the app, the feed shows a personalized timeline of posts from people they follow, ordered by some combination of recency and relevance. The core engineering challenge is generating that feed quickly for hundreds of millions of users while keeping it fresh and correct.