CrewAI Multi-Agent Orchestration — Role-Based Agent Team Setup

I will build a CrewAI-orchestrated multi-agent system — defining agent roles with specialised system prompts and tool assignments, configuring a sequential or hierarchical crew process, and implementing task definitions with expected outputs and context dependencies. CrewAI's role-based agent design produces clean separation between agent specialisations — each agent's system prompt and tool set are configured for a specific role, preventing the role confusion that occurs when a single agent is asked to simultaneously research, write, and review.

The build covers agent role and backstory configuration, tool assignment per role, task definition with expected outputs and context passing, sequential or hierarchical process configuration, crew kickoff and output handling, and a verbose logging mode for development debugging.