Provision agents, teams, and workflows on demand for multi-tenant systems

AgentFactory, TeamFactory, and WorkflowFactory let you create agents, teams, and workflows dynamically at runtime instead of defining them statically at startup. Each request can spin up its own configuration, drawing on per-tenant settings, runtime context, or user-specific permissions.

For platform teams running shared infrastructure across customers, departments, or business units, this removes a structural limitation. You no longer need a separate process or deployment to isolate configurations between tenants. One AgentOS instance can serve many distinct contexts with appropriate boundaries.

The factory pattern also makes A/B testing, gradual rollouts, and per-environment customization straightforward, since the agent definition is decided when the request arrives rather than baked into the deployment.

Learn more about Dynamic Agents in our docs.