---
title: "101_Theory (@theory) | Hashnode"
description: "Building intelligent products. Read the latest articles by 101_Theory on Hashnode."
url: "https://hashnode.com/@theory"
---

@theory

# 101\_Theory

@theory · Joined September 2026

Building intelligent products

### [Your RAG Pipeline Doesn't Need More Retrieval, It Needs Better Decisions](https://agenticragpatterns.hashnode.dev/your-rag-pipeline-doesn-t-need-more-retrieval-it-needs-better-decisions?utm_source=hashnode&utm_medium=feed)

Full Agentic RAG Collection 10 practical LangGraph architectures Get the Full Agentic RAG Collection Free Agentic RAG Fundamentals 4 practical notebooks Get the Free Notebooks Most RAG tutorials follo

9 min read · [agenticragpatterns.hashnode.dev](https://agenticragpatterns.hashnode.dev/your-rag-pipeline-doesn-t-need-more-retrieval-it-needs-better-decisions?utm_source=hashnode&utm_medium=feed)

[Sep 13](https://hashnode.com/posts/your-rag-pipeline-doesn-t-need-more-retrieval-it-needs-better-decisions/6aa6a453d1037fc79e6d0a44)

### [What Happens When Your RAG System Retrieves the Wrong Documents?](https://agenticragpatterns.hashnode.dev/what-happens-when-your-rag-system-retrieves-the-wrong-documents?utm_source=hashnode&utm_medium=feed)

What happens when your RAG system retrieves the wrong documents? Or when the retrieved context isn't enough to answer the question? A traditional RAG pipeline usually doesn't think twice. It follows a

3 min read · [agenticragpatterns.hashnode.dev](https://agenticragpatterns.hashnode.dev/what-happens-when-your-rag-system-retrieves-the-wrong-documents?utm_source=hashnode&utm_medium=feed)

[4](https://hashnode.com/posts/what-happens-when-your-rag-system-retrieves-the-wrong-documents/6aa1327c60c81d7fa93ca1b4) [Sep 9](https://hashnode.com/posts/what-happens-when-your-rag-system-retrieves-the-wrong-documents/6aa1327c60c81d7fa93ca1b4)