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AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
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Cloud & Engineering Foundations
Everyone’s Racing in the AI Era — Speed as Fever, Craft as Cure
In the AI era, speed is a fever and craft is the cure. A true story of wielding the 'fire-axe' of speed, a costly crash, and the 'stitches' (rituals & a 7-day plan) I used to mend the raft.
Operational surfaces that survive real deployment#Software Development#AI#Startups#Programming#Product Management#Prompt Engineering

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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