klotz: allan beaufour* + automation*

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  1. Spotify leverages the Claude Agent SDK to save up to 90% of engineering time on complex code migrations, merging over 650 pull requests per month and automating fleet-wide transformations.
  2. This article details Spotify's approach to building reliable background coding agents, focusing on verification loops and LLM judges to ensure code quality and prevent functional errors. It explores how these feedback mechanisms contribute to predictable and trustworthy automation in large-scale software maintenance.

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