Agent Frameworks
CrewAI
Role-based multi-agent workflow framework.
Best when a workflow maps naturally to specialists, tasks, and review handoffs instead of a single state machine.
Choose CrewAI for readable team-like workflows; be strict about evals so role play does not hide quality problems.
Best for
- role modeling
- multi-agent teams
- business workflows
Not ideal for
- low-level graph control
- simple assistants that do not need multiple roles
Core concepts
agentstaskscrewsprocesses
Minimal implementation shape
Create researcher, analyst, and reviewer agents, assign narrow tasks, and evaluate the final artifact against a rubric.