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Deep dives into
product thinking.

How I approach ambiguous problems, frame the right questions, and turn user insight into outcomes.

1 published case studies · 2026
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Case Studies

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63%. Yes, You Read That Right. 63% of Vibe Coders Aren't Coders — and I Am One of Them.
AIVibe CodingPortfolio

63%. Yes, You Read That Right. 63% of Vibe Coders Aren't Coders — and I Am One of Them.

6 nights. Zero React experience. One conversation with Claude. How I built a portfolio site with AI — and what I learned about vibe coding.

May 4, 20267 min read
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