---
title: "Discussion on \"Get Better AI Outputs: A Developer’s Guide to Few-Shot Prompting\" | Hashnode"
description: "Discussion on \"Get Better AI Outputs: A Developer’s Guide to Few-Shot Prompting\". In the world of large language models (LLMs) like OpenAI’s GPT, Anthropic’s Claude, or Meta’s LLaMA, one of the most powerful techniques for guiding model behaviour is prompt engineering.Few-Shot Prompting establishes context by referencing LLMs. The..."
url: "https://hashnode.com/posts/get-better-ai-outputs-a-developers-guide-to-few-shot-prompting/68878a886ff85c05ee2f2629"
---

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# [Get Better AI Outputs: A Developer’s Guide to Few-Shot Prompting](https://blogs.aakanksha.is-a.dev/get-better-ai-outputs-a-developers-guide-to-few-shot-prompting?utm_source=hashnode&utm_medium=feed)

In the world of large language models (LLMs) like OpenAI’s GPT, Anthropic’s Claude, or Meta’s LLaMA, one of the most powerful techniques for guiding model behaviour is prompt engineering.Few-Shot Prompting establishes context by referencing LLMs. The...

Jul 28, 2025 · 4 min read · blogs.aakanksha.is-a.dev  
Updated Aug 5, 2025  
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-   [#promptengineering](https://hashnode.com/tag/promptengineering)
-   [#ai](https://hashnode.com/tag/ai)
-   [#llm](https://hashnode.com/tag/llm)
-   [#performance](https://hashnode.com/tag/performance)
-   [#performance-optimization](https://hashnode.com/tag/performance-optimization)

## Written by

[Aakanksha Bhende](https://hashnode.com/@aakankshabhende)

@aakankshabhende · India

  
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Engineering @Red Hat • Kubernetes Release Team • LiFT Scholar'23 • GitHub Campus Expert • Open Source Enthusiast • Mentor

Software Engineer | Open Source Enthusiast | Mentor | Learner I love documenting stuff that I come across and find interesting. Hoping that you will love reading it and get to know something new :)

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