Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Building Agentic LLM Workflows with AutoGen
Search
Daron Yondem
February 24, 2025
Programming
0
57
Building Agentic LLM Workflows with AutoGen
This is the deck I have presented at Intel AI Dev Summit 2025.
Daron Yondem
February 24, 2025
Tweet
Share
More Decks by Daron Yondem
See All by Daron Yondem
Solo to Scale,Building a People-First Engineering Culture
daronyondem
0
35
AI Prototyping to Productionwith Promptflow
daronyondem
0
71
Retrieval Augmented Generation
daronyondem
0
280
Azure OpenAI
daronyondem
0
230
FaaS for Everyone, Everywhere
daronyondem
0
190
Skyrocketing Developer Velocity
daronyondem
0
110
What’s in Azure for Your Mobile Projects?
daronyondem
0
80
Azure Applied AI and AutoML
daronyondem
0
110
Serverless + APIM
daronyondem
0
110
Other Decks in Programming
See All in Programming
Rubyでやりたい駆動開発 / Ruby driven development
chobishiba
1
530
来たるべき 8.0 に備えて React 19 新機能と React Router 固有機能の取捨選択とすり合わせを考える
oukayuka
2
880
ニーリーにおけるプロダクトエンジニア
nealle
0
720
技術同人誌をMCP Serverにしてみた
74th
1
530
アンドパッドの Go 勉強会「 gopher 会」とその内容の紹介
andpad
0
290
童醫院敏捷轉型的實踐經驗
cclai999
0
210
Blazing Fast UI Development with Compose Hot Reload (droidcon New York 2025)
zsmb
1
280
20250628_非エンジニアがバイブコーディングしてみた
ponponmikankan
0
620
Code as Context 〜 1にコードで 2にリンタ 34がなくて 5にルール? 〜
yodakeisuke
0
120
ペアプロ × 生成AI 現場での実践と課題について / generative-ai-in-pair-programming
codmoninc
0
630
明示と暗黙 ー PHPとGoの インターフェイスの違いを知る
shimabox
2
420
ruby.wasmで多人数リアルタイム通信ゲームを作ろう
lnit
2
330
Featured
See All Featured
The Pragmatic Product Professional
lauravandoore
35
6.7k
Adopting Sorbet at Scale
ufuk
77
9.4k
Become a Pro
speakerdeck
PRO
28
5.4k
Documentation Writing (for coders)
carmenintech
72
4.9k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
507
140k
BBQ
matthewcrist
89
9.7k
Designing for Performance
lara
609
69k
What’s in a name? Adding method to the madness
productmarketing
PRO
23
3.5k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
107
19k
Music & Morning Musume
bryan
46
6.6k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
We Have a Design System, Now What?
morganepeng
53
7.7k
Transcript
Building Agentic LLM Workflows with AutoGen Daron Yöndem Tech Lead
for Application Innovation Microsoft http://daron.me @daronyondem
Welcome! • Why Agentic Systems Matter? • AutoGen: An Open
Source Multi Agent Framework that can operate agents autonomously or collaborate with humans. • AG2 – Fork of AutoGen 0.2 • Microsoft AutoGen 0.4
Foundations of Agentic LLM Workflows • Autonomy • Collaboration •
Adaptability
AutoGen Architecture • A unified conversation framework for multi-agent interactions
• Assistant Agents + User Proxy Agents • As simple as it sounds.
Categories of Design Patterns for Agents • Reflection • Tool
Use • Planning • Multi-agent collaboration
Reflection
Tool Use
Planning
Multi-Agent Collaboration
Single-Agent Task DEMO
From Single to Multi-Agent • Easy Agent Orchestration • State
and Memory • Tool Integration • Error Handling & Control
Multi-Agent Problem Solving / Research Assistant DEMO
Advanced AutoGen Workflows • Extending Agent Abilities (Skills/Tools) • Incorporating
Multiple Models • Custom Prompts & Behaviors • Memory and Context
Complex Multi-Agent Orchestration DEMO
Real-World Applications • Customer Support • Automation & Scripting •
Knowledge Assistants
Challenges and Limitations • Complexity • Cost and Performance •
Reliability
Further Learning AutoGen Discord - https://aka.ms/autogen-discord Magentic One • MultimodalWebSurfer,
FileSurfer, and MagenticOneCoderAgent - https://aka.ms/magentic-one Code Samples used in this session • https://drn.fyi/codesamples
Thanks http://daron.me | @daronyondem Grab slides on http://decks.daron.me/