Agentic Architecture & Orchestration

Design reliable agentic systems on Claude: master the agentic loop and stop_reason, decide when the model should drive control flow versus when to hard-code it, compose multi-agent topologies with isolated subagent context, configure agents and tool scopes with the Agent SDK, and manage sessions, decomposition, and human-in-the-loop escalation.