Level 2

Google Engineering Director: 21 Design Patterns for Creating AI Agents

Yanhua Antonio Gullí's book explores the design patterns of AI Agents, emphasizing the evolution from raw LLM to multi-agent collaboration. The book introduces Context Engineering and Reflection patterns to help agents improve efficiency and accuracy. The author points out that a single agent, combined with tools, reflection, and memory management, can handle most scenarios. The book also discusses the communication topology of multiple agents and future development hypotheses.

Agentic Design PatternsAI AgentDesign PatternsContext EngineeringLevel 0Level 1

Google 工程总监:打造 AI Agent 的 21 种设计模式

YanhuaAntonio Gullí 的书探讨 AI Agent 的设计模式,强调从裸 LLM 到多 Agent 协作的进化。书中介绍了 Context Engineering 和 Reflection 模式,帮助 Agent 提升效率和准确性。作者指出,单 Agent 加上工具、反思和记忆管理,已能应对大多数场景。书中还探讨了多 Agent 的通信拓扑和未来发展假设。

Agentic Design PatternsAI Agent设计模式Context EngineeringLevel 0Level 1