Architecture

RAG Systems Are Cool, But Most of You Are Doing Them Wrong Look, I’ve got beef with how people are […]

Model Optimization: Stop Wasting Compute and Your Sanity Let me start with a confession: I once spent weeks training a

Why Agent Evaluation Feels Broken (And How To Fix It) I’ll never forget the time a colleague proudly demoed their

Agent Evaluation: Stop Testing AI Like It’s A Dishwasher Let me start with a story: my first agent system was

RAG Systems: Don’t Let Your Data Wander Off a Cliff So let me paint you a picture. It’s 2024, the

Why Your Models Suck: A Personal Rant So, picture this: You’ve spent weeks, maybe even months, building a machine learning

The Dos and Don’ts of Real-World ML Deployment You know, I’m fed up with all the fancy presentations that make

Is Your RAG System a Complete Mess? Mine Was! So, here’s the thing: I used to think RAG systems were

RAG isn’t failing you. You’re failing RAG. Two months ago someone sent me their “RAG-powered AI assistant” and asked why

Model Optimization: Stop Making Your Models Suck Alright, folks. Let me tell you something that gets me fired up every