---
title: "Context Windows Are Not Memory: What AI Agent Developers Need to Understand"
date: 2026-06-24
source: https://machinelearningmastery.com/context-windows-are-not-memory-what-ai-agent-developers-need-to-understand/
description: "In this article, you will learn why a large context window is not the same thing as agent memory, and how techniques like retrieval, compression,..."
---

# Context Windows Are Not Memory: What AI Agent Developers Need to Understand

In this article, you will learn why a large context window is not the same thing as agent memory, and how techniques like retrieval, compression,...

*Published: 2026-06-24*