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.

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.

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.

Spotify's goal for AI is bold, but simple: make it as intuitive and indispensable to daily work as email or... The post How Spotify Deployed Kong's AI Gateway to Power Generative AI at Scale appeared first on Spotify Engineering.

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 Spotify Engineering.

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 first on Spotify Engineering.

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.

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 on Spotify Engineering.

Using Honk with Backstage and Fleet Management, we eased migrating thousands of dataset users to new versions The post Background Coding Agents: Supercharging Downstream Consumer Dataset Migrations (Honk, Part 4) appeared first on Spotify Engineering.

AI agents are transforming the way we build — and even how we think of ourselves as software developers. Both... The post Let’s Talk Agentic Development: Spotify x Anthropic Live appeared first on Spotify Engineering.

What if we could identify interesting listening moments from your year, and tell you a story about them? The post Inside the Archive: The Tech Behind Your 2025 Wrapped Highlights appeared first on Spotify Engineering.

When we kicked this off, we weren’t trying to ship an “AI feature.” We were trying to fix a structural... The post Our Multi-Agent Architecture for Smarter Advertising appeared first on Spotify Engineering.

In Part 2, we will peek under the hood at the tooling that makes the Spotify release process possible.  The post How We Release the Spotify App: A Look Under the Hood (Part 2) appeared first on Spotify Engineering.

TL;DR Established in 2022 as a way to help support the great open source ecosystem projects that Spotify... The post Congratulations to the recipients of the 2025 Spotify FOSS Fund appeared first on Spotify Engineering.

The technical and practical rationale for a clear separation between these domains. The post Why We Use Separate Tech Stacks for Personalization and Experimentation appeared first on Spotify Engineering.