Free resources
White papers for teams putting AI to work
Two tracks, each with a five-minute executive brief and the full research paper behind it. Skim the brief, then go deep when you’re ready.
AI Training for Software Engineers
An evidence-graded framework for teaching engineers to use AI well — grounded in the research as it is, not as vendors wish it were. It sets the design by two variables (a learner’s expertise and how new the task is), confronts the harder question of whether a training program is even worth running, and hands directors blueprints they can staff, measure, and defend.
AI-Augmented Delivery
A reference architecture for running AI inside the delivery lifecycle — autonomous agent loops, a governance harness, and spec-driven development in a small team. It’s deliberately conditional: the heavy machinery pays off above a threshold where review and integration are the real bottleneck, and below it a lighter setup wins — with a method for telling which side of the line you’re on.
Prefer to listen? Check out the podcast and books behind these papers.