LangGraph: Rethinking AI Agent Architecture

27 min

21 févr. 2026

Discover how companies like LinkedIn and Uber are building sophisticated AI agents with LangGraph, a revolutionary framework that treats agents as persistent workflows rather than simple conversations.

Meilleure citation de LangGraph: Rethinking AI Agent Architecture

Traditional agent frameworks were built around linear chains, but real production agents need to be persistent, long-running workflows that can pause, resume, and even bring humans into the loop when needed.

Generated by Jackson

Question posée

I want to learn about Langgraph

Voix des présentateurs

Lena

Miles

Sources de connaissances

Artificial Intelligence and Generative AI for Beginners

What Is ChatGPT Doing ... and Why Does It Work?

Cree par des anciens de Columbia University a San Francisco

BeFreed rassemble une communauté mondiale de 1,000,000 esprits curieux

Decouvrez comment BeFreed est discute sur le web

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

Cree par des anciens de Columbia University a San Francisco

BeFreed rassemble une communauté mondiale de 1,000,000 esprits curieux

Decouvrez comment BeFreed est discute sur le web

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

1.5K Ratings4.7

Commencez votre parcours d'apprentissage, maintenant

LangGraph: Rethinking AI Agent Architecture

27 min

21 févr. 2026

Technology Career & Business

Meilleure citation de LangGraph: Rethinking AI Agent Architecture

Traditional agent frameworks were built around linear chains, but real production agents need to be persistent, long-running workflows that can pause, resume, and even bring humans into the loop when needed.

Points clés

Rethinking AI Agent Architecture

0:00

0:19

0:38

0:56

The Graph Revolution

1:09

1:26

1:34

1:58

2:09

2:38

2:52

3:11

3:23

3:40

1:34

State as the Foundation

4:05

4:15

4:32

4:40

4:58

5:08

5:33

5:41

5:53

6:06

6:28

4:40

Tools and Actions in the Graph

6:56

7:11

7:27

2:52

7:51

8:03

8:18

8:25

8:40

2:52

9:14

9:25

Human-in-the-Loop Workflows

9:40

9:56

10:09

10:21

10:36

2:52

11:07

11:18

11:35

11:40

11:56

12:08

12:24

12:41

Streaming and Real-Time Feedback

12:56

13:09

13:25

1:34

13:48

2:52

14:17

14:27

14:42

14:52

15:10

1:34

15:40

4:40

Multi-Agent Orchestration

16:08

9:56

16:36

16:42

16:55

2:52

17:28

17:39

17:55

2:52

18:29

18:41

18:54

19:01

19:18

19:25

Performance and Production Considerations

19:43

19:56

20:08

20:12

20:28

4:40

20:53

20:59

21:12

1:34

21:35

21:41

21:56

2:52

22:23

22:30

22:44

2:52

The Future of Agent Development

23:09

1:34

23:38

23:48

24:10

24:24

24:42

24:54

25:11

25:17

25:36

4:40

25:55

26:02

26:19

1:34

26:47

27:04

Dans le même genre

Couverture du livre Building AI agents that actually do the work

19 sources

Building AI agents that actually do the work

29 min

Couverture du livre Building AI Agents: Beyond Chatbots

13 sources

Building AI Agents: Beyond Chatbots

32 min

Couverture du livre Agentic AI: Why Chatbots Aren't Enough Anymore

24 sources

Agentic AI: Why Chatbots Aren't Enough Anymore

27 min

Couverture du livre Architecting Intelligent Data Agents

19 sources

Architecting Intelligent Data Agents

29 min

Couverture du livre Agentic AI: From Chatbots to Autonomous Action

What Is Agentic AI? Complete Guide | TechTarget

A Step-by-Step Guide to How to Build an AI Agent in 2025

A practical guide to building agents | OpenAI

6 sources

Agentic AI: From Chatbots to Autonomous Action

19 min

Couverture du livre AI Agents: Advanced Hierarchical Architectures Deep Dive

[2506.12508v3] AgentOrchestra: A Hierarchical Multi-Agent Framework for General-Purpose Task Solving

AgentOrchestra: Hierarchical Multi-Agent Framework

Orchestrating AI Agents: A Subagent Architecture

Orchestrator-Subagent Pattern | EngineersOfAI - Technical Education for AI Engineers

6 sources

AI Agents: Advanced Hierarchical Architectures Deep Dive

23 min

Couverture du livre Agentic AI: The Logic of Cognitive Architecture

A Two-Dimensional Framework for AI Agent Design Patterns: Cognitive Function × Execution Topology

Cognitive Architectures for Language Agents

Formalizing the Safety, Security, and Functional Properties of Agentic AI Systems

7 sources

Agentic AI: The Logic of Cognitive Architecture

740 min

Couverture du livre The Rise of AI Agents

How Do AI Agents Work? Architecture, Components, and Patterns | Agentic Academy

8 Ways AI Agents Are Evolving in 2026 - Salesforce

Choose your agentic AI architecture components | Cloud Architecture Center | Google Cloud Documentation

6 sources

The Rise of AI Agents

15 min

Generated by Jackson

Question posée

I want to learn about Langgraph

Voix des présentateurs

Lena

Miles

Sources de connaissances

Cree par des anciens de Columbia University a San Francisco

BeFreed rassemble une communauté mondiale de 1,000,000 esprits curieux

Decouvrez comment BeFreed est discute sur le web

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

Cree par des anciens de Columbia University a San Francisco

BeFreed rassemble une communauté mondiale de 1,000,000 esprits curieux

Decouvrez comment BeFreed est discute sur le web

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA

117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum

108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC

254

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful

4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon

201

"It is great for me to learn something from the book without reading it."

@OojasSalunke

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn

483

"Makes me feel smarter every time before going to work"

@Cashflowbubu

Recommended Learning Plans

PLAN D'APPRENTISSAGE

Agentic AI Architecture and Implementation

As businesses shift from static chatbots to autonomous systems, mastering agentic architecture has become a critical skill for AI engineers. This plan is designed for developers and architects looking to build scalable, memory-aware, and collaborative multi-agent environments for real-world applications.

1 h 12 m•3 Sections

PLAN D'APPRENTISSAGE

Build and Monetize AI Agents

As businesses rush to integrate AI, the demand for specialized autonomous agents is skyrocketing. This plan is ideal for developers and entrepreneurs looking to bridge the gap between basic chatbots and profitable AI automation agencies.

1 h 12 m•3 Sections

PLAN D'APPRENTISSAGE

Loop Engineering for AI Agents

As AI shifts from simple chat interfaces to autonomous actors, mastering loop engineering is essential for building reliable systems. This plan is ideal for developers and AI architects looking to move beyond basic prompting into sophisticated, self-correcting agentic workflows.

1 h 12 m•3 Sections

PLAN D'APPRENTISSAGE

The Architect's Guide to AI Agents

This guide is essential for engineers and architects transitioning from simple chatbots to sophisticated autonomous systems. It provides the structural blueprint needed to master agentic workflows, memory management, and multi-agent coordination.

2 h•5 Sections

PLAN D'APPRENTISSAGE

GitHub AI agents power bi

This learning plan bridges the gap between software development, artificial intelligence, and business intelligence. It is ideal for data analysts and developers looking to automate reporting and operations using modern AI-driven DevOps workflows.

4 h•4 Sections

PLAN D'APPRENTISSAGE

Agentic Memory and Long-Horizon Architectures

As AI agents tackle increasingly complex tasks, overcoming context limits through sophisticated memory architectures is essential. This plan is designed for AI engineers and architects looking to build persistent, self-evolving systems that mirror human-like cognitive continuity.

1 h 36 m•4 Sections

PLAN D'APPRENTISSAGE

Master AI, Build & Orchestrate Agents

As AI evolves from simple chat interfaces to autonomous workflows, mastering agent orchestration is becoming a critical skill for modern developers. This plan is ideal for engineers and architects looking to transition from theory to building scalable, multi-agent systems for the enterprise.

5 h 29 m•4 Sections

PLAN D'APPRENTISSAGE

Learn AI agents for personal productivity

As digital workloads increase, manual task management is becoming a bottleneck for high-performers. This plan is designed for professionals and creators who want to leverage autonomous AI agents to reclaim their time and automate complex workflows.

5 h 14 m•4 Sections

1.5K Ratings4.7

Commencez votre parcours d'apprentissage, maintenant