📰 Dev.to · Manjunath

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All Articles 95,256 Blog Posts 111,879 Tech Tutorials 24,009 Research Papers 20,249 News 15,274 ⚡ AI Lessons

What Enterprise RAG Is Ready For Today and What Production Deployment Actually Requires

Dev.to · Manjunath 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago

What Enterprise RAG Is Ready For Today and What Production Deployment Actually Requires

Enterprise RAG — A practitioner's build log | Post 6 of 6 This series has documented a system built...

Security Controls in Enterprise RAG: Keys, Audit Logs, and the Hierarchy That Prevents Role Elevation

Dev.to · Manjunath 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago

Security Controls in Enterprise RAG: Keys, Audit Logs, and the Hierarchy That Prevents Role Elevation

Enterprise RAG — A practitioner's build log | Post 5 of 6 A knowledge search system for internal...

Four Metrics That Actually Tell You Whether Your Enterprise RAG Is Working

Dev.to · Manjunath 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago

Four Metrics That Actually Tell You Whether Your Enterprise RAG Is Working

Enterprise RAG — A practitioner's build log | Post 4 of 6 RAG evaluation in most implementations...

Three Design Decisions That Shaped the Enterprise RAG Retrieval Pipeline

Dev.to · Manjunath 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago

Three Design Decisions That Shaped the Enterprise RAG Retrieval Pipeline

Enterprise RAG — A practitioner's build log | Post 3 of 6 A retrieval pipeline has more design...

The Access Control Gap That Makes Most Enterprise RAG Systems Dangerous

Dev.to · Manjunath 1mo ago

The Access Control Gap That Makes Most Enterprise RAG Systems Dangerous

Enterprise RAG — A practitioner's build log | Post 1 of 6 There is a retrieval failure mode that...

Building Production-Grade Human-in-the-Loop Workflow Automation with LangGraph

Dev.to · Manjunath 1mo ago

Building Production-Grade Human-in-the-Loop Workflow Automation with LangGraph

The Problem With Enterprise Approval Workflows. Most enterprise approval workflows are not systems....

How We Cut Our AI Costs by 80%—Without Losing Quality

Dev.to · Manjunath 1y ago

How We Cut Our AI Costs by 80%—Without Losing Quality

How we significantly reduced AI costs at CodeDesign.ai while improving reliability and performance.

Vector Search & Code Embeddings: Building a Smart Knowledge Base with LangChain and FAISS

Dev.to · Manjunath 1y ago

Vector Search & Code Embeddings: Building a Smart Knowledge Base with LangChain and FAISS

Learn how to build a smart, queryable knowledge base using vector search and embeddings with LangChain and FAISS. This detailed guide walks you step-by-step thr