---
title: "Discussion on \"Stop Paying Twice: Caching Strategies to Cut Your LLM API Costs\" | Hashnode"
description: "Discussion on \"Stop Paying Twice: Caching Strategies to Cut Your LLM API Costs\". Most of what you send an LLM is repetitive. Here's how to stop paying for it every time."
url: "https://hashnode.com/posts/stop-paying-twice-caching-strategies-to-cut-your-llm-api-costs/6a78edca1ab2f68ca38fa4e3"
---

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# [Stop Paying Twice: Caching Strategies to Cut Your LLM API Costs](https://nageshtech.hashnode.dev/stop-paying-twice-caching-strategies-to-cut-your-llm-api-costs?utm_source=hashnode&utm_medium=feed)

Most of what you send an LLM is repetitive. Here's how to stop paying for it every time.

Aug 9 · 10 min read · nageshtech.hashnode.dev  
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-   [#caching](https://hashnode.com/tag/caching)
-   [#llm](https://hashnode.com/tag/llm)
-   [#embedded](https://hashnode.com/tag/embedded)

## Written by

[Nagesh Lakshmana Gowda](https://hashnode.com/@nageshlg)

@nageshlg · USA

  
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Software Engineer with 10+ years of experience building scalable, cloud-native systems using Java, Python, and microservices. Passionate about AI, MCP, and exploring new technologies to build practical, real-world solutions.

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