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Writing

Field notes from the work.

Long-form essays on building production software with AI in the loop, across the full product stack, not just the model. New posts ship to The Production Layer.

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Founder Lessons

What the analytics caught the first week: a weekly operating routine for a solo marketing site

How a Python script plus n8n webhook plus GitHub Actions cron turned raw GA4 data into a weekly operating routine. What the first run caught on a solo site.

6 min read·May 28, 2026
Founder Lessons

Remove Complexity From Your MVPs

The first version of a product should be embarrassingly simple. Not 'minimal,' not 'lean.' Embarrassingly simple.

4 min read·May 16, 2026
Founder Lessons

UX/UI Auditing: Tools and Best Practices

An audit is a health check. But only if you commit to acting on what you find. An audit without an action plan is theater.

5 min read·May 13, 2026
The Production Layer
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Tools & Stack

Component-Driven UIs: Building Blocks of Modern Design

Why thinking in components, not pages, is the foundation of every maintainable interface. And why the same discipline matters even more for AI systems.

3 min read·Apr 10, 2026

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Fractional AI systems lead. Embedded with ops-heavy SaaS teams, shipping production AI your engineers will actually run.

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