---
title: "Discussion on \"LLM Engineering 101: From System Prompts to Reasoning Agents\" | Hashnode"
description: "Discussion on \"LLM Engineering 101: From System Prompts to Reasoning Agents\". From stateless API calls to multi-agent reasoning systems\n\n\nImagine you just hired the smartest employee in the world.\nThey can write code, explain quantum physics, debug production issues, and cook a"
url: "https://hashnode.com/posts/llm-engineering-101-from-system-prompts-to-reasoning-agents/6a081a0b5adec46063412a3d"
---

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# [LLM Engineering 101: From System Prompts to Reasoning Agents](https://dpgaharwal.hashnode.dev/llm-engineering-101-from-system-prompts-to-reasoning-agents?utm_source=hashnode&utm_medium=feed)

From stateless API calls to multi-agent reasoning systems Imagine you just hired the smartest employee in the world. They can write code, explain quantum physics, debug production issues, and cook a

May 16 · 22 min read · dpgaharwal.hashnode.dev  
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-   [#systemprompts](https://hashnode.com/tag/systemprompts)
-   [#ai](https://hashnode.com/tag/ai)
-   [#prompting-techniques](https://hashnode.com/tag/prompting-techniques)
-   [#chaicode](https://hashnode.com/tag/chaicode)
-   [#chaiaurcode](https://hashnode.com/tag/chaiaurcode)

## Written by

[Durga Prasad](https://hashnode.com/@dpgaharwal)

@dpgaharwal

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

Software Engineer

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