Topic
Measuring the payoff
Jun 20, 2026 · 8 min read
What the research actually says about AI coding ROI
A tour of the AI coding research with the method attached to every claim, including what GitHub's 55% and METR's 19% figures can and cannot support.
Jun 16, 2026 · 6 min read
Honest AI ROI modeling: ranges, not fake precision
How to build an AI ROI figure a CFO can sign — show what the speed cost you, put a proof level on every number, and publish a range with its assumptions.
Jun 10, 2026 · 7 min read
Why your AI ROI number is wrong
Eight named errors push AI return numbers too high — double counting, no cost of speed, teams that picked themselves. Here is what to report instead.