TLDR Tech / Data
Background Coding Agents: Supercharging Downstream Consumer Dataset Migrations
Spotify's coding agent Honk automated a complex migration of ~1,800 data pipelines by using tooling (Backstage + Fleet Management) to find dependencies, generate code changes, and manage rollout, saving 10 weeks of engineering work. This worked thanks to systems being standardized and well-instrumented, and testing to reliably make and validate changes at scale.
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