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2026-01-06 20:45:01 -

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2026-01-06 20:45:01 -

This tutorial goes deep on building agentic AI systems that actually think before they act — adaptive deliberation, Zettelkasten-style memory graphs, and reflexion loops. If you've been wanting to move beyond basic LangGraph implementations, this is a solid architectural blueprint to study.

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How to Design an Agentic AI Architecture with LangGraph and OpenAI Using Adaptive Deliberation, Memory Graphs, and Reflexion Loops

In this tutorial, we build a genuinely advanced Agentic AI system using LangGraph and OpenAI models by going beyond simple planner, executor loops. We implement adaptive deliberation, where the agent dynamically decides between fast and deep reasoning; a Zettelkasten-style agentic memory graph that stores atomic knowledge and automatically links related experiences; and a governed tool-use […] The post How to Design an Agentic AI Architecture with LangGraph and OpenAI Using Adaptive Delibe

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