> ## 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.

# The DAG Parallelization Problem in Multi-Agent Systems

> Dependency analysis and task parallelization in multi-agent systems. How we detect critical paths and maximize parallel execution.

<img src="https://mintcdn.com/trysquadai-f44a1db5/TlrUOcLfmY4w0wGA/images/blog/dag-parallelization-problem.jpg?fit=max&auto=format&n=TlrUOcLfmY4w0wGA&q=85&s=53fdf6ee180f79471df7c7eb77b8e88f" alt="The DAG Parallelization Problem in Multi-Agent Systems" width="2752" height="1536" data-path="images/blog/dag-parallelization-problem.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 Dependency analysis and task parallelization in multi-agent systems. How we detect critical paths and maximize parallel execution.

Check back soon for the full deep-dive.

***

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* [Context Engineering Is Not Prompt Engineering](/blog/context-engineering-not-prompt-engineering)