Why We Use a 4B Model on a Local NPU as a 'Wind Tunnel' for 3-Tier Multi-Agent Systems

A small laptop is a full build kit. Here's how far mine went. TL;DR: A reader suggested I publish...

NVIDIA's GPU Is Closed Hardware With a Compiler Inside It. Here's What Reverse Engineering...

AI makes it easier to attempt a replacement. The harder question is what the new software still owes...

Small decision models offer a way to handle routine judgments quickly, provided we are clear about...

We have let go of the wheel. The era of agents is here, and we are long past the point of no return....

Picture an internal expense agent. Someone asks whether a flight change fee is reimbursable....

The decision to rewrite For years, rewriting an existing codebase from scratch was...

The work should be easy to verify and continue after the conversation ends. An agent changes the...

In my last post, I wrote about moving Forem’s performance and maintenance work into autonomous loops...

At Glean, we tested a model that does not write text. It only makes decisions. In our tests, it...