Spotify Engineering
4/22/2026

Background Coding Agents: Supercharging Downstream Consumer Dataset Migrations (Honk, Part 4)
Short summary
Spotify's Honk background coding agent automates large-scale downstream dataset migrations by integrating with Backstage and Fleet Management infrastructure tooling. The approach significantly reduces manual engineering overhead and improves migration reliability across their data ecosystem. Part 4 of their technical series demonstrates how autonomous coding agents handle complex infrastructure tasks at production scale.
- •Honk agent automates downstream dataset migrations at scale
- •Integrated with Backstage and Fleet Management platforms
- •Reduces manual effort and improves system reliability
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