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// concept · cost & caching

Stop overpaying your LLM by 10×.

Without caching you re-pay full input price for the same fixed prompt on every single call. Cache the stable prefix and those reads cost about a tenth — here's the one rule that makes or breaks it.

// what you'll learn

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One concept a week. Free.

Start with MCP in one page — then caching, agents, and the rest.

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