---
title: "Discussion on \"How to Manage Context Files in Your Codebase and Get Better Output From AI Coding Agents\" | Hashnode"
description: "Discussion on \"How to Manage Context Files in Your Codebase and Get Better Output From AI Coding Agents\". You ask a coding agent for a new endpoint, and ninety seconds later you have a working endpoint.\nThen you read the diff, and you find that it pulled in a validation library that's not in your package."
url: "https://hashnode.com/posts/how-to-manage-context-files-in-your-codebase-and-get-better-agent-output/6a831663dcf9ac784c9eae7d"
---

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# [How to Manage Context Files in Your Codebase and Get Better Output From AI Coding Agents](https://freecodecamp.org/news/how-to-manage-context-files-in-your-codebase-and-get-better-agent-output?utm_source=hashnode&utm_medium=feed)

You ask a coding agent for a new endpoint, and ninety seconds later you have a working endpoint. Then you read the diff, and you find that it pulled in a validation library that's not in your package.

Aug 17 · 27 min read · freecodecamp.org  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#javascript](https://hashnode.com/tag/javascript)

## Written by

[Kayode Adeniyi](https://hashnode.com/@mkbadeniyi)

@mkbadeniyi · London, UK

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

AI Research Engineer

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