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Anthropic API in production: 5 things the docs don't tell you

DEV Community·relayhop·6 months ago
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I've been running the Anthropic API in production across a few small experiments for the last couple months. The docs are good but they don't cover the things that actually bite you. Here are 5 things I wish I'd known on day 1.

A free 1-page cheatsheet with these is at the bottom if you just want a take-home.

1. Prompt caching has a write cost — and that cost can wipe out your savings

The Anthropic docs make caching sound free. It isn't. Cache writes cost about 1.25× normal input rate. Cache reads cost about 0.1× normal input rate. So:

cache_write = 1.25 × normal_input cache_read = 0.10 × normal_input breakeven = ~2 reuses after the write

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