Reading room.
Engineering blogs & AI research
A reading room from engineering teams and AI labs: titles, short feed excerpts, and links to the originals. For my own essays, explore the writing archive.
- 1359 articles tracked
- 37 sources
- Refresh scheduled daily
Sources
AI Product Management at Spotify: A View From Three Angles
Almost every article or podcast about product management and AI refers to "the AI PM" as one job. But what... The post AI Product Management at Spotify: A View From Three Angles appeared first on Spotify Engineering .
Advancing Generative Recommendation Inference: our collaboration with NVIDIA on TensorRT LLM
At Spotify, every surface and interaction is personalized to you as a user: the content on the Home page, the... The post Advancing Generative Recommendation Inference: our collaboration with NVIDIA on TensorRT LLM appea…
Introducing: Spotify Technology. Proven at Spotify, now yours.
Introducing Spotify Technology. The post Introducing: Spotify Technology. Proven at Spotify, now yours. appeared first on Spotify Engineering .
AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity
Quality and reliability have always been a point of pride for Spotify. We run an extraordinarily complex... The post AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity appeared fi…
Why Spotify Is Not Using Bayesian A/B Testing
Clearing the confusion about what Bayesian A/B testing is. The post Why Spotify Is Not Using Bayesian A/B Testing appeared first on Spotify Engineering .
Portal by Spotify cut my Claude Code token usage by 90%
Most of what an AI coding agent does for me isn't thinking. It's I/O. The post Portal by Spotify cut my Claude Code token usage by 90% appeared first on Spotify Engineering .
When Can LLMs Replace Humans in A/B Tests?
TL;DR: LLM predictions can stand in for human outcomes in A/B tests, but only by assumption, not by design.... The post When Can LLMs Replace Humans in A/B Tests? appeared first on Spotify Engineering .
Indexing the Data Lake for Online Point Queries
Companies like Spotify need vast quantities of data accessible at low latency for online services and,... The post Indexing the Data Lake for Online Point Queries appeared first on Spotify Engineering .
Content Ingestion & Podcast Video Incident Report
Over the past two months, podcast creators have experienced a series of reliability issues on Spotify. This... The post Content Ingestion Podcast Video Incident Report appeared first on Spotify Engineering .
Encoding Your Domain Expert: The Context Layer Behind Spotify's Data Assistant
At Spotify, data problems used to follow a specific pattern. You'd look for the relevant dashboard, there... The post Encoding Your Domain Expert: The Context Layer Behind Spotify's Data Assistant appeared first on Spoti…
Coding Is No Longer the Constraint: Scaling Developer Experience to Teams and Agents at Spotify
At Code with Claude, Spotify’s chief architect shared how we make both teams and AI agents more effective. The post Coding Is No Longer the Constraint: Scaling Developer Experience to Teams and Agents at Spotify appeared…
Better Experiments with LLM Evals — A funnel, not a fork
TL;DR LLM evals, automated judges that assess relevance, coherence, and quality at scale, are a powerful new... The post Better Experiments with LLM Evals — A funnel, not a fork appeared first on Spotify Engineering .
Building a Natural Language Interface to the Spotify Ads API with Claude Code Plugins
Turning OpenAPI spec and Markdown files into a conversational ads management tool — no compiled code required. The post Building a Natural Language Interface to the Spotify Ads API with Claude Code Plugins appeared first…
Background Coding Agents: Supercharging Downstream Consumer Dataset Migrations (Honk, Part 4)
How we used Honk, Backstage, and Fleet Management to ease the pain of migrating thousands of datasets. The post Background Coding Agents: Supercharging Downstream Consumer Dataset Migrations (Honk, Part 4) appeared first…