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When Can LLMs Replace Humans in A/B Tests?
Feed: Spotify Engineering (https://engineering.atspotify.com/feed/)
Published: 2026-08-13 18:57:22 | Created: 2026-08-13 18:57:55

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.

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Indexing the Data Lake for Online Point Queries
Feed: Spotify Engineering (https://engineering.atspotify.com/feed/)
Published: 2026-07-27 20:34:28 | Created: 2026-07-31 01:13:00

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.

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Building a Natural Language Interface to the Spotify Ads API with Claude Code Plugins
Feed: Spotify Engineering (https://engineering.atspotify.com/feed/)
Published: 2026-05-01 16:00:02 | Created: 2026-07-23 05:22:38

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.

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Better Experiments with LLM Evals — A funnel, not a fork
Feed: Spotify Engineering (https://engineering.atspotify.com/feed/)
Published: 2026-05-18 13:27:23 | Created: 2026-07-23 05:22:38

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.

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Coding Is No Longer the Constraint: Scaling Developer Experience to Teams and Agents at Spotify
Feed: Spotify Engineering (https://engineering.atspotify.com/feed/)
Published: 2026-06-03 15:50:18 | Created: 2026-07-23 05:22:38

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.

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Encoding Your Domain Expert: The Context Layer Behind Spotify's Data Assistant
Feed: Spotify Engineering (https://engineering.atspotify.com/feed/)
Published: 2026-06-10 13:01:14 | Created: 2026-07-23 05:22:38

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.

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Content Ingestion & Podcast Video Incident Report
Feed: Spotify Engineering (https://engineering.atspotify.com/feed/)
Published: 2026-07-20 16:24:48 | Created: 2026-07-23 05:22:38

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.

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