> ## Documentation Index
> Fetch the complete documentation index at: https://docs.trysquad.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Context Management for Multi-Agent Systems

> How we reduced context size by 73% while improving task success from 61% to 94% through active context management.

<img src="https://mintcdn.com/trysquadai-f44a1db5/TlrUOcLfmY4w0wGA/images/blog/context-management-multi-agent.jpg?fit=max&auto=format&n=TlrUOcLfmY4w0wGA&q=85&s=e1e1a221fde6437f93822fa7fefea4b3" alt="Context Management for Multi-Agent Systems" width="2752" height="1536" data-path="images/blog/context-management-multi-agent.jpg" />

**Status:** SCAFFOLD
**Author:** Danial Hasan, CTO @ Squad

<Note>
  This blog post is currently in scaffold form. The full content is being developed and will include:

  * Detailed technical implementation
  * Production metrics and case studies
  * Code examples and patterns
  * Real-world lessons learned
</Note>

***

## Coming Soon

This post will explore How we reduced context size by 73% while improving task success from 61% to 94% through active context management.

Check back soon for the full deep-dive.

***

**Related Reading:**

* [Meta AI Engineer Validation](/blog/meta-ai-engineer-validation)
* [How We Review 50+ Agent PRs](/blog/how-we-review-agent-prs)
* [Context Engineering Is Not Prompt Engineering](/blog/context-engineering-not-prompt-engineering)