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Essays, experiment logs, and technical notes across AI governance, reasoning systems, BioAI, and engineering practice.
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Cloud & Engineering Foundations
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.
Operational surfaces that survive real deployment#AI#Programming#Product Management#Startups#Open Source#Developer Tools#Prompt Engineering

Cloud & Engineering Foundations
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.
Operational surfaces that survive real deployment#AI#AI Governance#Future of Work#Prompt Engineering#Cognitive Science#Developer Tools#Product Management#Startups#Programming
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