Tag

ReAct

3 posts

Aug 8, 2026AI
From One Model Call to an Agent: How LLMs, RAG, Tools, Loops, and ReAct Fit Together
LLMs, prompts, context, RAG, tools, workflows, loops, ReAct, memory, and agents belong to different layers. This guide explains what each one does and how they fit into a working system.
AI LLM Agent RAG ReAct Context Engineering
Jun 21, 2026AI
I Stopped Sending the Whole Book to the Model
My whole-book review feature used to send the setting, chapter plan, facts, and memories in one giant prompt. Two model calls took more than eight minutes. I replaced that request with a small, bounded agent loop that retrieves context only when it needs it.
AI Agent ReAct Prompt Context Engineering
Sep 19, 2023Frontend
React key Is Not Just a List Optimization
A practical explanation of how React key participates in component identity, why changing it resets state, and when that is the right tool.
Frontend React

From One Model Call to an Agent: How LLMs, RAG, Tools, Loops, and ReAct Fit Together