Meta

Friend Bubbles: Enhancing Social Discovery on Facebook Reels

Facebook Reels needed a way to enhance social discovery by surfacing content that friends have interacted with, requiring real-time computation of relationship strength and ranking of friend-engaged content at massive scale.

ml-systems real-time-systems
5 min
Meta

How Advanced Browsing Protection Works in Messenger

Messenger needed to protect user privacy when clicking links in chats while still detecting and warning users about malicious URLs, creating a tension between link safety scanning and end-to-end privacy.

security messaging-queues
5 min
Meta

FFmpeg at Meta: Media Processing at Scale

Meta needed to handle massive-scale media processing (encoding, transcoding, filtering) across its family of apps, requiring efficient orchestration of complex audio/video pipelines using FFmpeg at an unprecedented scale.

storage-systems distributed-systems
5 min