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CrewAI

Role-based multi-agent framework — "crew" = team of agents + tasks + process.

4 hours2 resources1 prereqs

CrewAI pattern: agent roles + tasks + process (sequential / hierarchical).

Example:

researcher = Agent(role="Researcher", goal="Find latest AI news", tools=[search_tool])
writer = Agent(role="Writer", goal="Write a blog from research", tools=[])
crew = Crew(agents=[researcher, writer], tasks=[research_task, write_task])
result = crew.kickoff()

Strong: no-code possible via YAML config. Fast prototyping. Hierarchical (manager + workers) built-in.

Weak: state management not as mature as LangGraph. Limited production durability.

Prerequisites

Resources(2)