Stop Confusing LangChain, LangGraph, and LangSmith | Full Breakdown

ByteMonk · Beginner ·🤖 AI Agents & Automation ·1mo ago
One thing worth calling out separately: once your agent starts acting inside real systems: booking meetings, updating CRMs, filing tickets – you hit a wall that LangChain, LangGraph, and LangSmith don't solve on their own: auth. Especially, in multi-tenant enterprise systems, you need answers for: Whose credentials does the agent use? What is the agent actually allowed to touch? And how do you prove a specific user authorized an agent? Scalekit is a drop-in auth and tool-calling layer built for exactly this. Try it free: https://tinyurl.com/5h9vssuv Resources: - System Design Course: https://academy.bytemonk.io/courses - ByteMonk Blog: https://blog.bytemonk.io/ - LinkedIn: https://www.linkedin.com/in/bytemonk/ - Github: https://github.com/bytemonk-academy Timestamps 0:00 – The AI Stack Everyone Talks About 0:45 – Why Raw LLM APIs Are Not Enough 1:38 – LangChain: Prompts, Chains, Tools & RAG 4:50 – The Real Challenge: Tool Access & OAuth using Scalekit 6:12– What Are AI Agents? (ReAct Loop Explained) 7:00 – LangGraph: Handling State, Loops & Control Flow 8:55 – LangSmith: Debugging & Observability 10:08 – How the Full Stack Fits Together + Honest Take https://www.youtube.com/playlist?list=PLJq-63ZRPdBt423WbyAD1YZO0Ljo1pzvY https://www.youtube.com/playlist?list=PLJq-63ZRPdBssWTtcUlbngD_O5HaxXu6k https://www.youtube.com/playlist?list=PLJq-63ZRPdBu38EjXRXzyPat3sYMHbIWU https://www.youtube.com/playlist?list=PLJq-63ZRPdBuo5zjv9bPNLIks4tfd0Pui https://www.youtube.com/playlist?list=PLJq-63ZRPdBsPWE24vdpmgeRFMRQyjvvj https://www.youtube.com/playlist?list=PLJq-63ZRPdBslxJd-ZT12BNBDqGZgFo58 #LangChain #aiarchitecture #bytemonk
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Chapters (7)

The AI Stack Everyone Talks About
0:45 Why Raw LLM APIs Are Not Enough
1:38 LangChain: Prompts, Chains, Tools & RAG
4:50 The Real Challenge: Tool Access & OAuth using Scalekit
7:00 LangGraph: Handling State, Loops & Control Flow
8:55 LangSmith: Debugging & Observability
10:08 How the Full Stack Fits Together + Honest Take
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