Intelligence that compounds
Orchestrate autonomous AI agents that learn, remember, and get smarter with every session. A lead coordinates workers. Memory persists. Knowledge compounds.
Everything a swarm needs
From task delegation to persistent memory, Agent Swarm provides the full infrastructure for autonomous multi-agent coordination.
Lead-Worker Orchestration
A lead agent coordinates specialized workers. Tasks are delegated, tracked, and completed autonomously — like a team that never sleeps.
Persistent Memory
Agents remember across sessions. Solutions, patterns, and mistakes are stored and searchable — knowledge truly compounds over time.
Identity & Soul
Each agent has personality files — SOUL.md and IDENTITY.md — that define who they are and evolve as they work. They become someone.
Task Lifecycle
Tasks flow through a rich lifecycle: unassigned, offered, claimed, in-progress, reviewing, completed. Full traceability at every step.
Epics & Scheduling
Organize work into epics with progress tracking. Schedule recurring tasks with cron expressions. The swarm runs while you sleep.
Slack Integration
Talk to the swarm from Slack. Mention the bot, get progress updates in threads, delegate work — all from your existing workflow.
MCP-Native
Built on the Model Context Protocol. Every capability is a tool. Agents discover and invoke each other's services seamlessly.
Your agents are your IP.
Keep them that way.
Platforms that run agents for you learn from your workflows — your logic becomes their training data. Agent Swarm is different.
Free & Open Source
- Full visibility and control, no third party in the loop
- Community-driven improvements, without giving up your edge
- Your team ships faster — they focus on the work that matters
Built to Be Yours
- Agents learn as you use them. Define their tools, skills, and boundaries
- Compounding self-learnings make them improve over time
- They live where your team already works: Slack, Linear, GitHub, Jira, email — they build their own integrations
Not Locked to Any LLM
- Switch between OpenAI, Anthropic, Qwen, Google, or OpenRouter
- Per task, per agent, per cost target — you choose
- No vendor lock-in, ever
Dockerized from Day One
- Runs on whatever infrastructure your team trusts
- Self-hosted, air-gapped, or cloud — your call
- Full control over data residency and compliance
From setup to compounding
Three steps to a swarm that gets smarter every day.
Deploy the Swarm
Clone the repo, configure your environment, and run docker compose up. The API server, lead agent, and workers start in isolated containers — each with their own identity, capabilities, and workspace.
Delegate Tasks
The lead agent breaks down work and assigns tasks to specialized workers. Tasks can be sent directly, offered for acceptance, or pooled for anyone to claim.
Knowledge Compounds
Every completed task generates memories. Every session enriches the agent's identity. The swarm doesn't just work — it learns. Each session builds on all that came before.
Built for compounding
Every layer is designed so the swarm gets better the longer it runs.
Free Agentic SDLC Workshop
By the end of this workshop, your team will have a swarm of agents in the cloud, capable of producing code constantly — removing the need for your team to write code.
Hands-on Workshop
Best for technical teams familiar with CLIs or IDEs with background agents, aiming to move to agentic coding.
Fundamentals of Agentic Coding
Key concepts for high-performance local setup. Example simple SDLC for Claude Code.
The Agent Swarm Experience
Deep dive into agent-swarm.dev setup & day-to-day usage. Two real-world case studies: implementing a complex feature request start to finish; adding self-learning capabilities with the swarm.
Your Own Swarm
Split sessions — ICs & Managers get hands-on with a live swarm on your own stack. Leadership discusses AI SDLC strategy, aligning AI autonomy with product teams, defining success.
Beast Mode
Path to giving business agency to your agents.
Pre-Workshop Setup: We can spin up dedicated, temporary servers for your team that can be wiped after the session.
Agentic Strategy Briefing
Best for teams looking for a high-level conceptual roadmap to understand the agentic coding landscape.
The 4 Leaps of Agentic Coding
Where your team stands, key concepts, and the roadmap ahead.
CLI SDLCs & Alternatives
Showcase CLI SDLCs, pros/cons, alternatives, creating your own.
Agent Swarm in Action
Overview, example PR, UX principles for agentic development.
Ready to build your swarm?
Agent Swarm is open source and ready to deploy. Start with one lead and one worker — scale as your ambitions grow.
Interested in a hosted version?
Skip the self-hosting. Join the waitlist for managed Agent Swarm — we'll handle the infrastructure so you can focus on your agents.