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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
The Pull Request Illusion: How AI Is Hollowing Out Software’s Last Line of Defense
GitHub Just Added a Switch to Turn Off Pull Requests. That’s Not a Feature. It’s a Warning.
Operational surfaces that survive real deployment#AI#AGI#AI Alignment#AI Code#Github#Programming#Prompt Engineering#Product Management#Software Development#DevOps#Developer Tools#Open Source#Machine Learning#Deep Learning#LLM

Cloud & Engineering Foundations
The Real Risk in the Age of AI Coding Isn’t Bugs
Is your AI code production-ready or just 'AI Slop'? Learn how to detect convincingly empty code, measure Logic Density (LDR), and stop 'Vibe Coding' from becoming hidden technical debt.
Operational surfaces that survive real deployment#AI Code#AI#AI Alignment#AI Governance#AI Hallucination#Future of Work#Machine Learning#Deep Learning#SR9/DI2#Open Source#Developer Tools#DevOps#Programming#Software Development#Github

Cloud & Engineering Foundations
When 4,800 GitHub Stars Taught Me to Distrust Popularity
Research reveals 6M fake GitHub stars manipulating trust. A 4,800-star repo taught me to look beyond popularity—here's my 5-minute trust test.
Operational surfaces that survive real deployment#Open Source#Github#Developer Tools#Programming#Prompt Engineering#Software Development#Future of Work