MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·22h ago · 4 min readBuilding Agentic AI: Why You Need to Rethink Your InstrumentationBuilding Agentic AI: Why You Need to Rethink Your Instrumentation If you've shipped a chatbot or RAG system, you already know the drill: track response times, measure token costs, log user satisfactio00
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·22h ago · 4 min readBuilding Agentic AI: Why You Need to Rethink Your InstrumentationBuilding Agentic AI: Why You Need to Rethink Your Instrumentation If you've shipped a chatbot or RAG system, you already know the drill: track response times, measure token costs, log user satisfactio00
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·22h ago · 4 min readWhy Your RAG System Fails at Multi-Hop Questions (And How to Fix It)The Problem Nobody Talks About You've built a RAG system. It works beautifully for simple lookups. Ask it "What's our refund policy?" and it nails it every time. But ask it something like "Which custo00
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·22h ago · 4 min readWhy Your RAG System Fails at Multi-Hop Questions (And How to Fix It)The Problem Nobody Talks About You've built a RAG system. It works beautifully for simple lookups. Ask it "What's our refund policy?" and it nails it every time. But ask it something like "Which custo00
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·Jul 20 · 4 min readWhy Your Agentic AI Pilot Is Stuck: A Developer's Guide to Measuring What Actually MattersWhy Your Agentic AI Pilot Is Stuck: A Developer's Guide to Measuring What Actually Matters You've built an agentic AI system that works. It handles customer queries, processes support tickets, or auto00
