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Folarin Akinloye
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LangGraph
6 articles
01
Agentic AI
Graph, State Machine, or Plain Loop: How to Structure an Agent
Most agents start as a while loop and should stay that way. Here is how to know when you have actually outgrown it.
June 24, 2026
8 min
June 24, 2026
8 min
02
Agentic AI
Streaming Tool Calls and Partial Outputs in LangGraph
Token streaming is the easy part. Streaming what a tool is doing, mid-call, is what makes an agent feel alive.
June 24, 2026
9 min
June 24, 2026
9 min
03
Agentic AI
LangGraph State, Checkpointing, and Persistence Explained
How a graph remembers: state channels, checkpointers, threads, and the time travel you get for free
June 22, 2026
7 min
June 22, 2026
7 min
04
Agentic AI in Practice · Part 7
Agent Memory: Short-Term vs Long-Term, and How to Wire It Up
Threads are short-term memory. Stores are long-term memory. Most agent memory bugs come from confusing the two.
June 20, 2026
7 min
June 20, 2026
7 min
05
Agentic AI in Practice · Part 2
Agentic RAG, and How It Differs from Traditional RAG
When retrieval stops being a fixed step and becomes something the agent decides
June 19, 2026
8 min
June 19, 2026
8 min
06
Agentic AI in Practice · Part 1
What Are AI Agents, and What Is a Multi-Agent System?
A plain-English tour of agents, why people wire several together, and how to build one in Python
June 19, 2026
10 min
June 19, 2026
10 min