Newsletter

The Production Layer

Field notes from an AI-native operator. I design, develop, market, and shape product direction with Claude as a daily collaborator. I write about what shipped and what I learned. Across the full product stack, not just AI infrastructure.

Subscribe

Get the first issue.

Operator notes from building with AI in the loop. Reply hits my inbox directly.

Unsubscribe anytime.

What you’ll get

Operator notes

What I shipped this week with Claude in the loop: design, code, copy, ops. The decisions that actually moved the work, not the demos.

Full-stack patterns

What works across the product surface (UI, infra, marketing, evals) when one person plus AI is doing the work of a team.

Field corrections

Where I got it wrong this week, what broke in production, and what I'd do differently. The notes that don't make the polished post.

Launching soon

First issue

First issue is on the way. Drop your email above to get it when it ships.

Subscribe

The Production Layer

Don't miss the next one.

Operators only, no growth-hacker fluff. Reply hits my inbox directly.