AI Engineering ／ Newtype
newtype · Agent Architecture and Multi-Agent Orchestration
Huang Yihe's judgments and practical experience from 2024-04 to 2026-05 on the 5 key characteristics of Agent / Multi-Agent / Workflow / Agentic Workflow / Agent Native / CLI Agent / Multi-Agent Orchestration. Covers the fatal weakness of Manus / limitations of Claude Code Sub-agents / newtype Profile design / 3 rules for Agent delivery rate / three-layer framework for the AI era