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The `twitter/the-algorithm` repository hosts the open-source codebase for X's Recommendation Algorithm. Its primary purpose is to define the intricate set of services and jobs responsible for curating
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The twitter/the-algorithm repository hosts the open-source codebase for X's Recommendation Algorithm. Its primary purpose is to define the intricate set of services and jobs responsible for curating and serving feeds of posts and other diverse content across all X product surfaces, including the highly visible "For You Timeline," Search, Explore, and Notifications.
Developed predominantly in Scala, the repository features a sophisticated architecture built upon shared data, models, and software frameworks. Key architectural components include:
navi, developed in Rust).The algorithm's influence extends across critical user-facing features:
This repository offers transparency into the mechanisms that drive content discovery and engagement on the X platform, reflecting a complex interplay of data processing, machine learning, and high-performance serving infrastructure.