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

DEV Community·relayhop·18 days 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 Enter fullscreen mode Exit fullscreen mode The trap: an A/B experiment that randomizes system prompts. Suddenly each variant has its own cache, each variant is written far more often than it's read, and your bill goes up.…

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