free · secondary to the practice

Resources

The reference material behind the advisory work — two handbooks being written in the open, a curated reading stack, two tools that stay live on their own, and the essays that explain the reasoning. None of it is the point. The teardown is the point; this is what it's built on.

Reference

Handbook

The AI Cost Handbook

A working reference for what AI actually costs and what to do about it. Written for the engineer who has to make the change and the person who has to sign the invoice.

42/52 chapters
Handbook

The AI Engineer's Handbook

How to build systems on top of models that are wrong sometimes by design. The outline is published before the chapters are — every link below is a permanent address already.

outline · 0/67
Reading

The AI Reading Stack

Published books worth your time, layered from enterprise judgment down to engineering depth — scored, not just listed.

curated

Live tools

Data

The AI Price Index

List prices for every language model with published per-token pricing — plus the output premium and cache discount nobody else publishes.

live · hourly
Data

The Free AI List

Every AI tool that costs $0, ranked by the paid product it displaces rather than by GitHub stars.

live · hourly

Writing

Essays

Writing

The reasoning behind the fixed-fee model, and everything else that didn't fit in a chapter or a chart.

ongoing
Guide

AI and Your Student

A parent's field guide to AI in three parts — setup, practice, and what to actually watch for. Unrelated to the cost practice; kept here because it's free and it's ours.

3 parts