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Portal by Spotify cut my Claude Code token usage by 90%

Portal by Spotify cut my Claude Code token usage by 90% | Spotify Engineering

engineering.atspotify.com

September 4, 2026

8 min read

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48/100

Summary

Portal by Spotify cut my Claude Code token usage by 90% Most of what an AI coding agent does for me isn't thinking. It's I/O. Reading five files to answer a question about one method. Generating a test file that follows the exact same pattern as the twenty test files next to it. Updating docs after a meeting. Thousands of tokens gone and almost zero reasoning. The seat license isn't what hurts, it...

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