Applications

Model Optimization: Stop Wasting Compute on Bad Decisions I gotta be honest with you. Nothing grinds my gears more than […]

Agent Evaluation is Broken: Here’s How to Fix It Let me tell you about the time I almost shipped an

Agent Architecture Done Right: Lessons from the Trenches Let me start with a story. Last year, I inherited this Frankenstein

Model Optimization for Agents: Cutting the Fat, Not the Power You ever look at a bloated model and think, “This

I Wasted Weeks on Agent Evaluation, You Shouldn’t Have To So there I was, knee-deep in a mess of tangled

Let’s Talk About Garbage Practices in Model Optimization You know what really grinds my gears about ML model optimization? When

Why Building Agent Systems Drove Me Mad Picture this: It’s 2024, I’m neck-deep in a project, tasked with developing an

Model Optimization for ML Agents: Stop Wasting Compute Let me just say it: I hate running out of GPU memory.

Production ML: Stop Shipping Jupyter Notebooks to Prod You ever feel like most ML systems are held together with duct

The Drive for Better Agent Architecture: A Personal Battle Let me tell you, there’s something almost poetic about spending a