Cache reuse of 300 million tokens — this is the right way for Claude Code to save money.

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A week saves 300 million tokens: Anthropic engineer's Claude Code caching guide
> Original Title: How Anthropic Engineers Actually Save Tokens
> Original Author: Nate Herk
> Translation: Peggy, BlockBeats
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Editor's note: Many people using Claude Code feel that token consumption is too fast and that long conversations easily eat up their quota. But from the perspective of Anthropic engineers, the real factor affecting costs is often not how much code you write, but whether the system continuously reuses previously processed context.



The core of this article is about how to save tokens through caching mechanisms. The author reused over 300 million tokens via caching in one week, with a single-day cache volume reaching 91 million. Because of the cache
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