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

https://engineering.atspotify.com/2026/9/portal-by-spotify-cut-my-claude-code-token-usage-by-90
19•cebert•1h ago

Comments

solenoid0937•32m ago
So this is just delegating certain work to dumber models? I certainly wouldn't use Gemini 2.5 Flash (!!?) for code writing as suggested.

I've never had an issue with Codex or Claude reading massive files, they're really good at precise greps.

tetrisgm•16m ago
This is just offshoring but for models
tolugenius•14m ago
Isn't this a somewhat standard multi-model setup? there's nothing ground breaking here, just delegate claude to plan -> smaller model for implementation.
jnwatson•14m ago
It cuts token usage because they are using a different service with a different token budget for the reader/code writer tasks.

You can also just delegate this to subagents with Claude Code (though you have a more limited choice of models unless you swap the cheaper models via OpenRouter).

I'm OK using a dumb model as a smart grep, but the whole point of using the frontier models is using their intelligence for the hard stuff like coding.

Actively exploited sandbox RCE in all Chromium versions

https://nvd.nist.gov/vuln/detail/cve-2026-85046
191•negura•3h ago•109 comments

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110•acusti•7h ago•22 comments

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

https://engineering.atspotify.com/2026/9/portal-by-spotify-cut-my-claude-code-token-usage-by-90
20•cebert•1h ago•4 comments

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330•speckx•8h ago•206 comments