#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 - Subscribe and Share! #ai #agenticai #podcast #engineering #softwareengineering #spotify #beyondcode #leadership #cloud #kubernetes #claude #cursor #copilot #cloudnative #backstage #opensource #mindset #growthmindset #leadership