RAG Isn't a Vector Database — It's an Evaluation Discipline
Everyone ships the pipeline. Almost nobody ships the harness that proves it works. Here's the eval setup we refuse to launch without.
From the lab
Field notes from the build floor.
Engineering essays on agents, retrieval, and automation — written while the solder is still warm.
Agents Need Budgets, Not Just Goals
An agent with a goal and no budget is a liability with an API key. The most important lines in our agent code are the ones that say 'stop'.
Automate the Workflow You Have, Not the One in the Slide Deck
The biggest automation failures we see share one root cause: they automated the official process instead of the real one.