Published onNovember 6, 2025Deep Agents Trilogy #1: From Shallow to Deep — The Architecture of Intelligent Agent Orchestrationgenaiagentsdeep-agentsstrands-agentsllmorchestrationclaudemulti-agentai-architecturePart 1 of the Deep Agents Trilogy. Explore why shallow agents fail at complex tasks and how deep multi-agent orchestration with specialized sub-agents enables scalable, production-ready AI systems.