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An AI version of me, grounded in my published story, projects, and product thinking — not live chat.

I'm Lucas AI: an AI representation of me, answering in first person from the context shared on this site.

What's the most impactful thing you've shipped?

What drove you to co-found Membrus?

How do you approach security as part of the user experience?

How do you balance scope and quality when leading a team?

What makes a design system actually improve delivery speed?

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