---
title: "Context Window Management for Long-Running Agents: Strategies and Tradeoffs"
date: 2026-06-30
source: https://machinelearningmastery.com/context-window-management-for-long-running-agents-strategies-and-tradeoffs/
description: "In this article, you will learn five practical strategies for managing context windows in long-running AI agent applications, along with the key tradeoffs each approach..."
---

# Context Window Management for Long-Running Agents: Strategies and Tradeoffs

In this article, you will learn five practical strategies for managing context windows in long-running AI agent applications, along with the key tradeoffs each approach...

*Published: 2026-06-30*