> For the complete documentation index, see [llms.txt](https://swarmreasoning.gitbook.io/miao16z/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://swarmreasoning.gitbook.io/miao16z/miao-engine/swarm.md).

# Swarm

**Miao Swarm**

* **Overview:** Miao Swarm is the decentralized intelligence layer of the framework. It focuses on enabling agents to operate autonomously while collaborating effectively.
* **Key Features:**
  1. **Distributed Task Execution:** Independent agents solve subtasks concurrently, leveraging their specialized expertise.
  2. **Dynamic Collaboration:** Agents share intermediate results and adjust their actions in real time based on swarm-wide insights.
  3. **Swarm Reasoning:** Collective reasoning mechanisms ensure that individual contributions align with the overall objective.
* **Applications:** Ideal for large-scale, distributed challenges such as supply chain optimization, disaster management, and multi-modal data analysis.