Agno offers two powerful ways to build multi-agent systems: Workflows and Teams. Each is suited for different kinds of use-cases.

Use a Workflow when:

You need orchestrated, multi-step execution with flexible control flow and a predictable outcome. Workflows are ideal for:
  • Sequential processes - Step-by-step agent executions with dependencies
  • Parallel execution - Running independent tasks simultaneously
  • Conditional logic - Dynamic routing based on content analysis
  • Quality assurance - Iterative loops with end conditions
  • Complex pipelines - Mixed components (agents, teams, functions) with branching
  • Structured processes - Data transformation with predictable patterns
Learn more about Workflows

Use an Agent Team when:

Your task requires reasoning, collaboration, or multi-tool decision-making. Agent Teams are best for:
  • Research and planning
  • Tasks where agents divide responsibilities
Learn more about Agent Teams

💡 Pro Tip

Think of Workflows as assembly lines for known tasks, and Agent Teams as collaborative task forces for solving open-ended problems.