About
◆ The note

Most product teams ship fast. Few can tell you if the work adds up.

That gap is what I keep coming back to. I watched teams hit their shipping dates and miss the point. The dashboards filled up. The customer voice got louder. Coaches showed up once a quarter with stale takes. Nothing in between told the team whether it was building toward anything.

So I started measuring it, and writing down what I found. That is what this site is.

◆ The scissor · what teams spend vs what moves
100AI spendupWhat landedflatT−4T−3T−2T−1Today

Illustrative, drawn from shapes I keep running into. The specifics differ. The pattern rarely does.

Darren Card. CPTO at Lexful. Twenty years building B2B SaaS product orgs across eight verticals. Vancouver, BC.

◆ The question

Product operations is a craft. Coaching is a craft. Diagnosis is a craft. None of them moved when AI did.

Cursor writes code. Claude Code opens pull requests. Devin runs cycles. Lindy runs ops. More work lands, and less of it passes through a person. A team that was busy eight months ago is working against a different ceiling now.

The coaching that keeps up with that does not exist yet. A fractional CPO who visits once a quarter cannot track weekly model releases. Reforge teaches general practice that goes stale faster than a team ships. Executive coaches read people, not tools.

What is missing is something that reads the tools a team already uses, sits in the weekly cycle, holds a view backed by that team's own evidence, and reads again when things change.

So I built one and pointed it at a real company. Throughline is the working prototype: the whole method running against one company's public record, so you can check the method instead of taking my word for it. It is the thesis with the receipts attached, not a product with a login.

The practice is where that method gets applied to your company instead of a public one. I design the operating model, install the measurement underneath it, and stay close enough to keep the read current.

The work changed. The measurement did not. That gap is what most of the writing here is about.

◆ What's here

Field notes and essays, which are the thinking as it happens. Three frameworks, which are the same thinking made specific enough to check: how a team runs, how it builds, and whether what it ships uses AI in any real way. And Throughline, which is the whole model running against one company's public record, so you can test the method instead of taking my word for it.

All of it is free to read. Nothing here is a product you can buy, and there are no customers. The paid work is the fractional practice, where these frameworks are the lens I bring to a team.