Introducing Voyager: Spotify's New Nearest-Neighbor Search Library - Spotify Engineering
Introducing Voyager: Spotify’s New Nearest-Neighbor Search Library For the past decade, Spotify has used approximate nearest-neighbor search technology to power our personalization, recommendation, and search systems. These technologies allow engineers and researchers to build systems that recommend similar items (like similar tracks, artists, or albums) without needing to run slow and expensive m
When Should I Write an Architecture Decision Record - Spotify Engineering
TL;DR Have you made a significant decision that impacts how engineers write software? Write an ADR! An Architecture Decision Record (ADR) is a document that captures a decision, including the context of how the decision was made and the consequences of adopting the decision. At Spotify, a handful of teams use ADRs to document their decisions. One of these teams, The Creator Team, focuses on provi
Spotify’s New Experimentation Coordination Strategy - Spotify Engineering
March 10, 2021 Published by Mårten Schultzberg, Oskar Kjellin, and Johan Rydberg At Spotify we run hundreds of experiments at any given time. Coordinating these experiments, i.e., making sure the right user is receiving the right “treatment” with a population of hundreds of millions of users, poses technical challenges. Adding to the complexity, some of these experiments must be coordinated in the
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