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The boring secret to a cheap AI coding agent — a byte-stable prompt prefix
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The boring secret to a cheap AI coding agent — a byte-stable prompt prefix

DEV Community·YHH·27 days ago
#XeowN6qx
#ai#opensource#typescript#tool#turn#prefix

I tried using Claude Code for a few weeks and quietly stopped. Not because it was bad — it's great —...

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Why the First Turn in a Coding Agent Can Use So Many Input Tokens — and Why That Gets Better Over Time
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Why the First Turn in a Coding Agent Can Use So Many Input Tokens — and Why That Gets Better Over Time

DEV Community·Sho Tanaka (tsho)·about 1 month ago
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#ai#snowflake#claude#openai#prompt#cache

From Dev RSS Feed: Why the First Turn in a Coding Agent Can Use So Many Input Tokens — and Why That Gets Better Over Time

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Anthropic Prompt Caching Saves 90% — Here's the One Caveat Nobody Mentions
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Anthropic Prompt Caching Saves 90% — Here's the One Caveat Nobody Mentions

DEV Community·Gabriel Anhaia·about 1 month ago
#BBzbkPoK
#anthropic#llm#python#cache#request#prompt

Cache hits cost 10% of input. Writes cost 25% more. The catch: one timestamp in the system prompt invalidates the whole prefix on every call.

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