Todd Stuvé
the proof shelf

Proof, not promises.

What I build, and what I write to make hard things simple. Grouped by type, so you can go straight to what you need.

Coaching

/work/coaching/
AI Evals, for leaders
Coaching

AI Evals, for leaders

A complex topic, turned into a five-minute executive read.

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 Evals in plain English
Coaching

Evals in plain English

A no-jargon walkthrough of testing AI before you ship.

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Builds

/work/builds/
ShipIt: 100 sessions in the builder's chair
Build

ShipIt

A Monte Carlo delivery forecaster, built across 174 sessions and 97 tickets. Living every role changed how I coach.

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Cases

/work/cases/
Did the AI Actually Work?
Case study

Did the AI Actually Work?

Everyone expects 10x. We measured what actually moved, found where work really piles up, and aimed the fixes there.

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 The Expert Who Walked Out the Door
Case study

The Expert Who Walked Out the Door

Fifty hours of a departing expert's recordings became a queryable AI SME. Adoption showed up where the need was felt.

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