---
title: "Discussion on \"7 Prompt Engineering Techniques That Actually Work (With Python Code to Test Them)\" | Hashnode"
description: "Discussion on \"7 Prompt Engineering Techniques That Actually Work (With Python Code to Test Them)\". From basic instruction writing to automated A/B testing—a practical guide to getting better results from LLMs without the trial-and-error frustration."
url: "https://hashnode.com/posts/7-prompt-engineering-techniques-that-actually-work-with-python-code-to-test-them/69da4673b3a0a0aea97238a4"
---

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# [7 Prompt Engineering Techniques That Actually Work (With Python Code to Test Them)](https://akhileshpothuri.hashnode.dev/7-prompt-engineering-techniques-that-actually-work-with-python-code-to-test-them?utm_source=hashnode&utm_medium=feed)

From basic instruction writing to automated A/B testing—a practical guide to getting better results from LLMs without the trial-and-error frustration.

Apr 11 · 10 min read · akhileshpothuri.hashnode.dev  
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## Written by

[pothuriakhilesh](https://hashnode.com/@akhileshpothuri)

@akhileshpothuri · North Carolina, US

  
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Machine Learning Engineer specializing in Generative AI at Verizon, driving innovation through solutions

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