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AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.

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The 90/10 Split Nobody Talks About in AI
Cloud & Engineering Foundations

The 90/10 Split Nobody Talks About in AI

SEO Description:The hidden 90/10 split in AI: most build wrappers, while a quiet minority invents the future. A look at hype, economics, and real innovation.

Operational surfaces that survive real deployment#Future of Work#AI#Startups#Programming#Prompt Engineering#Product Management
Now Is the “Early, Messy Renaissance” of AI — Reading 2025 from a Florentine Workshop
AI Signals & Market Shifts

Now Is the “Early, Messy Renaissance” of AI — Reading 2025 from a Florentine Workshop

Is AI a bubble or a renaissance? A practical playbook for founders and AI teams to move beyond hype with metrics, reproducibility, and real results.

Trend shifts, market movement, and strategic signals#AI#Startups#Future of Work#Prompt Engineering#Programming#Software Development#Product Management
Everyone’s Racing in the AI Era — Speed as Fever, Craft as Cure
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
Pretty, but Wrong — How I Stop AI from Shipping Beautiful Garbage
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
I Built 2 Failed SaaS Products. Here’s What They Taught Me About Value in the Age of AI
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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