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The Production Layer

Weekly field notes from an AI-native operator. I design, develop, market, and shape product direction with Claude as a daily collaborator — and write Tuesdays about what I learned shipping that week. Across the full product stack, not just AI infrastructure.

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

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What you’ll get every Tuesday

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.

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The Production Layer

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