#12 - How Spotify Builds at Scale in the Age of AI - Niklas Gustavsson, VP of Engineering

Spotify operates one of the largest engineering systems in
consumer technology. At any given moment the platform serves
around 100 million concurrent clients, processes 11–12 million
backend requests per second, and runs nearly 3,000 production
services.In this episode, Niklas Gustavsson (Chief Architect and
VP of Engineering at Spotify ) explains how Spotify builds and
operates software at that scale and how #AI is beginning to
reshape the software development workflow.The conversation
explores the #engineering architecture behind Spotify, the
internal developer platforms that enable thousands of engineers
to ship independently, and how AI-assisted coding is changing how
software gets written and maintained.We discuss:• How Spotify
scaled from a handful of services to ~3,000 production services•
Why platform engineering and Backstage became essential to
developer productivity• How Spotify runs thousands of deployments
per day across its infrastructure• The internal AI agent fleet
management system used to automate large-scale code migrations•
Honk, an internal AI agent that can generate pull requests across
repositories• How AI coding tools like Copilot, Cursor, and
Claude are changing engineering workflows• Why product teams
increasingly build prototypes instead of long PRDs• How the
famous Spotify Model evolved as the company scaledNiklas also
shares how Spotify measures engineering productivity, coordinates
thousands of services across teams, and maintains a unified user
experience despite a highly distributed architecture.Like -
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