# AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity

DevFeed: [AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity](<https://devfeed.tech/articles/ai-changed-how-spotify-builds-what-we-learned-and-fixed-about-quality-at-higher-velocity-41282.md>)

Original publisher: [Read original article](<https://engineering.atspotify.com/2026/9/ai-changed-how-spotify-builds-what-we-learned-and-fixed-about-quality-at-higher-velocity/>)

Author: Spotify Engineering

Published: 2026-09-16T19:13:53Z

Content type: article

Language: en

Sources: [Spotify Engineering](<https://devfeed.tech/sources/spotify-engineering.md>), [Spotify Engineering Blog](<https://devfeed.tech/sources/spotify-engineering-blog.md>)

Topics: [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [reliability](<https://devfeed.tech/topics/reliability.md>), [Microservices](<https://devfeed.tech/topics/microservices.md>), [Data pipelines](<https://devfeed.tech/topics/data-pipelines.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Job](<https://devfeed.tech/topics/job.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [bug](<https://devfeed.tech/tags/bug.md>), [data-pipelines](<https://devfeed.tech/tags/data-pipelines.md>), [jobs](<https://devfeed.tech/tags/jobs.md>), [microservices](<https://devfeed.tech/tags/microservices.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [reliability](<https://devfeed.tech/tags/reliability.md>)

## AI overview

Spotify describes how rapid change, content-processing weaknesses, capacity limits, and a scheduling bug contributed to delays in publishing episodes. It reports adding end-to-end monitoring, fixing the scheduler, lowering batch-job priority, and increasing capacity.

## Source excerpt

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 first on Spotify Engineering.