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@@ -211,7 +211,7 @@ print(final_post)
 
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-## 🏗️ Swarm Architectures for Production Workflows
+## 🏗️ Multi-Agent Architectures For Production Deployments
 
 `swarms` provides a variety of powerful, pre-built multi-agent architectures enabling you to orchestrate agents in various ways. Choose the right structure for your specific problem to build efficient and reliable production systems.
 
@@ -501,7 +501,7 @@ Here are quick reference guides on how to get started with swarms.
 | Integrating External Agents | Connect Swarms with other AI frameworks like Griptape and Autogen                          | [Integrating External APIs](https://docs.swarms.world/en/latest/swarms/agents/external_party_agents/) |
 | Creating Agents from YAML | Define and configure agents using YAML configuration files                                 | [Creating Agents from YAML](https://docs.swarms.world/en/latest/swarms/agents/create_agents_yaml/) |
 | Why You Need Swarms  | Understanding the benefits of multi-agent collaboration                                    | [Why Multi-Agent Collaboration is Necessary](https://docs.swarms.world/en/latest/swarms/concept/why/) |
-| Swarm Architectures Analysis | Comprehensive analysis of different swarm patterns and architectures                        | [Swarm Architectures](https://docs.swarms.world/en/latest/swarms/concept/swarm_architectures/) |
+| Multi-Agent Architectures Analysis | Comprehensive analysis of different swarm patterns and architectures                        | [Multi-Agent Architectures](https://docs.swarms.world/en/latest/swarms/concept/swarm_architectures/) |
 | Choosing the Right Swarm | Guide to selecting the optimal swarm architecture for your specific business needs         | [Business Problem Guide](https://docs.swarms.world/en/latest/swarms/concept/swarm_architectures/) |
 | AgentRearrange Docs  | Documentation for dynamic agent rearrangement and workflow optimization                      | [AgentRearrange API](https://docs.swarms.world/en/latest/swarms/structs/agent_rearrange/)          |