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Agent Swarm: Multi-Agent Orchestration Framework for AI Coding Assistants

By

tarasyarema

3mo ago· 12 min readenCode

Summary

Agent Swarm is an open-source multi-agent orchestration framework for AI coding assistants like Claude Code, Codex, and Gemini CLI. It enables teams of AI coding agents to work autonomously, with a lead agent receiving tasks from various sources (user, Slack, GitHub), breaking them down, and delegating to worker agents running in Docker containers. The framework emphasizes memory, learning from mistakes, and continuous improvement, allowing agents to coordinate and collaborate on complex coding tasks.

Key quotes

· 5 pulled
What if your AI agents remembered everything, learned from every mistake, and got better with every task?
Agent Swarm lets you run a team of AI coding agents that coordinate autonomously.
A lead agent receives tasks (from you, Slack, or GitHub), breaks them down, and delegates to worker agents running in Docker containers.
Multi-agent orchestration for Claude Code, Codex, Gemini CLI, and other AI coding assistants.
Built by desplega.sh — by builders, for builders.
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Agent Swarm framework for AI coding agents and more! - desplega-ai/agent-swarm

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