Start Here
If someone pointed you here, this is the short path through my work — in the order it makes sense.
See where your organization stands
The AI-Native Engineering Maturity Model: ten dimensions, four stages each, a free download with no email required. Or rate where your team stands right now with the five-minute self-assessment.
Understand the argument
AI-Native Ways of Working, the field guide: three shifts, four values, seven principles, and seventeen practice areas becoming essays as the evidence comes in.
Read three essays, in this order
The order matters here more than it does anywhere else on the site.
- 1.Human-in-the-Loop Is a Coaching Problem, Not a Gate— why the human side is the bottleneck.
- 2.Nobody Is WIP-Limiting the Human— what unlimited agent throughput does to people.
- 3.Comprehension Debt Is a Debt— what you owe on code nobody understands.
Go deeper, or talk
Whatever you're facing right now probably has its own row in the field guide's seventeen practice areas.
See the seventeen practice areas →
New essays, by email, as they publish.
Or skip all of it and just talk. One short conversation, no cost either way.