---
title: "Discussion on \"Day 04: Why more context can make an AI system worse\" | Hashnode"
description: "Discussion on \"Day 04: Why more context can make an AI system worse\". Why a larger context window does not remove the need for context discipline."
url: "https://hashnode.com/posts/day-04-why-more-context-can-make-an-ai-system-worse/6a3e39be6ef767ce14c3bc67"
---

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Discussion

# [Day 04: Why more context can make an AI system worse](https://blog.vamsiannamreddy.com/day-04-why-more-context-can-make-an-ai-system-worse?utm_source=hashnode&utm_medium=feed)

Why a larger context window does not remove the need for context discipline.

May 24 · 3 min read · blog.vamsiannamreddy.com  
Updated 3d ago  
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-   [#llm](https://hashnode.com/tag/llm)
-   [#context-window](https://hashnode.com/tag/context-window)
-   [#prompting](https://hashnode.com/tag/prompting)
-   [#ai-engineering](https://hashnode.com/tag/ai-engineering)
-   [#production-ai](https://hashnode.com/tag/production-ai)

## Written by

[Vamsi Krishna](https://hashnode.com/@vamsikrishna981)

@vamsikrishna981 · Hyderabad, India

  
[View profile](https://hashnode.com/@vamsikrishna981)

Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.

I’m Vamsi, a builder focused on production AI systems. I write Production AI Field Notes to break down the architecture behind reliable LLM apps, RAG, agents, multi-agent workflows, evaluation, observability, safety, and governance. My goal is simple: help builders move beyond impressive AI demos and design systems that can be tested, operated, trusted, and improved in the real world.

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