Agent Swarm is a persistent agent team that interacts with your whole team and gets better over time. A lead agent receives tasks (Whatsapp, Slack, GitHub, GitLab, Linear, Jira, email, MCP, API, etc), breaks them down, and delegates to worker agents running in isolated environments. You can control your costs, manage your users, add custom tools, and change harness and LLM providers with minimal friction, knowing your Operational Knowledge moves with you.