Défis AI Agent Orchestration

AI Agent Orchestration challenges put you inside the work of building AI agents that reason, act, and use tools reliably. You'll develop skills in function calling, tool use, and the ReAct pattern, moving from single-agent workflows to systems with agent memory that hold context across steps.

From there you'll take on the harder edges — multi-agent orchestration, multi-modal agents, and the Model Context Protocol — wiring LangGraph or CrewAI workflows and instrumenting agent observability and agent evaluation the way production teams actually do. Each challenge you solve earns a verified credential you can share with recruiters.