[FEATURE] Extend strands to support swarm

[JackXu0]

Problem Statement

Strands are good at creating agents. Maybe we can extend strands to support agent swarm, where sub-agent will be dynamically spined up, each with its tasks, and can execute in parallel. Similar to what Kimi k2.5 blog describes: https://www.kimi.com/blog/kimi-k2-5.html

Proposed Solution

Attempted to implement one: https://github.com/JackXu0/strands-swarms

Use Case

Dynamically create agent swam. See: https://www.kimi.com/blog/kimi-k2-5.html

Alternatives Solutions

No response

Additional Context

No response

[zastrowm]

Hi @JackXu0 - does Strands Swarm construct help out here?

https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/swarm/

[JackXu0]

@zastrowm

Definitely helpful, what I am trying to build is one level up which maybe called dynamic swarm ( see: Kimi k2.5 blog).

Two keys differences:

• Swarm is automatically created and orchestrated by orchestration agent (main agent) without any predefined subagents or workflow.
• Sub agents work in parallel instead of sequential.

My goal is to train the orchestration agent so it knows how to complete a task better (lower cost, quicker) by dynamically creating and operating swarm. For now, I unblocked myself by creating a separate package built on top of graph.

Is this a feature we want to up level to strands-agent as well?