---
title: "Discussion on \"Claude’s Inner Workings and the Mechanics of LLM Reasoning\" | Hashnode"
description: "Discussion on \"Claude’s Inner Workings and the Mechanics of LLM Reasoning\". How Claude’s design produces reasoning in LLMs"
url: "https://hashnode.com/posts/claude-s-inner-workings-and-the-mechanics-of-llm-reasoning/69ee746a3d6a492cdd49e776"
---

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# [Claude’s Inner Workings and the Mechanics of LLM Reasoning](https://ericsiwakoti.hashnode.dev/claude-s-inner-workings-and-the-mechanics-of-llm-reasoning?utm_source=hashnode&utm_medium=feed)

How Claude’s design produces reasoning in LLMs

Apr 26 · 3 min read · ericsiwakoti.hashnode.dev  
Updated Oct 26  
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-   [#claude](https://hashnode.com/tag/claude)
-   [#anthropic](https://hashnode.com/tag/anthropic)
-   [#llm](https://hashnode.com/tag/llm)
-   [#ai-safety](https://hashnode.com/tag/ai-safety)

## Written by

[Eric Siwakoti](https://hashnode.com/@ericsiwakoti)

@ericsiwakoti · Jhapa, Nepal

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

FullStack | DevOps | Cloud

You open a web app. It feels smooth. Buttons respond. Pages load fast. That doesn't happen by accident. I write the code that makes it work. Frontend, backend, deployment. I start with a blank file and end with something people can actually use. Along the way, I deal with messy APIs, stubborn bugs, and the occasional "it works on my machine." No magic. Just methodical work and a bias for getting things shipped.

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