Spotify
Codebase automation
Code grew 7x faster than headcount; hundreds of teams ran identical migrations for months. Agents now author and auto-merge the bulk of PRs.
- Automated PR success rate up from ~25% to 80%
- 75%+ increase in PR frequency via AI tooling
- Working prototype in 1-2 hours, down from weeks