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Essays, experiment logs, and technical notes across AI governance, reasoning systems, BioAI, and engineering practice.
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Pretty, but Wrong — How I Stop AI from Shipping Beautiful Garbage
AI can generate clean-looking code fast—but without discipline it becomes “beautiful garbage” that silently rots your codebase. Learn six rules to prevent it.

Black Mirror: Plaything — Could a QR Code Really Hack the World?
Black Mirror imagines a QR-code apocalypse. As a Flame Glyph developer, I unpack what’s plausible today — local device disruption — and what remains fiction.

Why I Don’t Want to Be an AI Plumber (Like Super Mario)
I quit AI automation after a week. Not out of laziness, but to ask a bigger question: Is AI just a tool for efficiency, or a partner in creation?

I Built 2 Failed SaaS Products. Here’s What They Taught Me About Value in the Age of AI
After two failed SaaS products, I learned coding isn’t the real work. In the age of AI, developers must define value—customer, business, world, team, and self.
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