---
title: "Discussion on \"Prompt Engineering Beyond the Basics: What Actually Breaks in Production\" | Hashnode"
description: "Discussion on \"Prompt Engineering Beyond the Basics: What Actually Breaks in Production\". Learn why prompt engineering fails in production and how to build reliable, scalable AI systems with proven engineering practices."
url: "https://hashnode.com/posts/prompt-engineering-beyond-the-basics-what-actually-breaks-in-production/6a673c9de19c8c100cb7b8a6"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Prompt Engineering Beyond the Basics: What Actually Breaks in Production](https://techrevolution.hashnode.dev/prompt-engineering-beyond-the-basics-what-actually-breaks-in-production?utm_source=hashnode&utm_medium=feed)

Learn why prompt engineering fails in production and how to build reliable, scalable AI systems with proven engineering practices.

Jul 27 · 10 min read · techrevolution.hashnode.dev  
Read the article

-   [#prompt-engineering](https://hashnode.com/tag/prompt-engineering)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
-   [#llm](https://hashnode.com/tag/llm)
-   [#generative-ai](https://hashnode.com/tag/generative-ai)
-   [#software-engineering](https://hashnode.com/tag/software-engineering)
-   [#prompting](https://hashnode.com/tag/prompting)

## Written by

[Ranita Dey](https://hashnode.com/@ranita)

@ranita · olkata, India

  
[View profile](https://hashnode.com/@ranita)

## Responses

Markdown supported · ⌘↵ to post

No responses yet.