Agent Executor
Wrapping agents as AgentExecutors explicitly — controlling the id, the context mode, and chaining a writer to a translator that sees only the previous agent's reply.
Wrap agents explicitly as AgentExecutors to set the id and context_mode. last_agent mode feeds a downstream agent only the previous reply, ideal for translate and refine.