Songran Zhang

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Songran

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从 CoT 到 CoD:Agent 复杂任务拆解与工程化实践

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Course Curriculum

1

基础篇

2

微调篇

3

Transformer

4

LangChain

5

Agent

01 AI Agent 知识体系梳理:定义、架构与异常处理机制 Public
02 Agent 记忆系统详解:存储架构、生命周期管理与长任务上下文优化
03 Agent 感知模块详解:架构设计、误差处理与实战案例
04 ReAct 框架全景解析:从核心原理、工程陷阱到死循环实战破解
05 Plan-and-Execute vs ReAct:Agent 架构选型与实战指南 Public
06 详解思维链(CoT)原理、对比与工程选型
07 Self-Consistency 详解:原理、CoT 关系与工程落地指南
08 从 CoT 到 CoD:Agent 复杂任务拆解与工程化实践
09 深入理解 Human-in-the-Loop (HITL) 与 LangGraph 实战
10 Agent 终止机制:从原理、四层防护到生产调优
11 Agent 工具调用容错机制:错误分类、分级处理与弹性执行策略
12 Agent 任务调度核心:DAG 原理、并发优化与 LangGraph 实战
6

RAG

7

LORA

8

大模型推理

9

分布式训练

10

蒸馏

11

多模态

2026大模型面试题

本文是一份面向AI Agent开发的技术指南,旨在系统梳理企业级Agent所需的全链路技术栈,帮助开发者应对高阶面试与工程落地。

¥ 29.9 /course
One-time payment
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Speaker

Songran Zhang - Course Instructor and Senior Technology Expert
Songran Zhang
@Aliyun | Qwen Chat
Songran Zhang is senior systems architect at Aliyun, a speaker, and an author. Over the past 15 years, he's mastered architectures from cloud-native systems to AI-powered LLM platforms, building deep technical expertise across large-scale, high-availability systems.

2026大模型面试题

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Songran

半生代码寄云穹,筑架构,拓云程。
曾立京东千峰志,今攀阿里万仞屏。

十五载光阴弹指过,代码作舟,风雨兼程。
莫问前路多少事,心仍热,鬓未星。

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Songran Zhang
Songran Zhang
Senior Technology Expert

Hello there! 👋

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