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

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Running the “Anti-AI” Playbook Through the Debugger
Cloud & Engineering Foundations

Running the “Anti-AI” Playbook Through the Debugger

Critics say AI is broken — hallucinations, hype, and no ROI. But what if those bugs aren’t failures, but blueprints? This article runs the 10 most common anti-AI arguments through the debugger to reveal what’s really coming in Gen-2 AI.

Operational surfaces that survive real deployment#AI#AI Alignment#AI Governance#AI Hallucination#LLM#Deep Learning#Machine Learning#Prompt Engineering
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
The Paper That Runs Itself: Why AI-Era Research Must Be Code-Native
Scientific & BioAI Infrastructure

The Paper That Runs Itself: Why AI-Era Research Must Be Code-Native

Literate Programming, DevOps for Research, Research Infrastructure, Continuous Integration, AI Transparency, Scientific Publishing, arXiv Culture

Evidence-aware scientific systems#AI Research#Scientific Integrity
Black Mirror: Plaything — Could a QR Code Really Hack the World?
Cloud & Engineering Foundations

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.

Operational surfaces that survive real deployment#AI#AGI#AI Alignment#AI Governance#Future of Work#LLM#Flame Glyph#Deep Learning#Machine Learning#Prompt Engineering#Cognitive Science#Open Source#Developer Tools#Product Management#Programming
Why I Don’t Want to Be an AI Plumber (Like Super Mario)
Cloud & Engineering Foundations

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?

Operational surfaces that survive real deployment#Programming#Product Management#Developer Tools#AI Ethics#AI#Future of Work
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
My First Attempt at a Medical AI with ELI5
Scientific & BioAI Infrastructure

My First Attempt at a Medical AI with ELI5

How I built my first medical AI prototype without med school or credentials—using GitHub, arXiv, and one magic spell: ELI5.

Evidence-aware scientific systems#AI#AI Ethics#AI Governance#Biomedical
AI Answered My Medical Ethics Questions — Then a QR Code Changed Its Tone
Scientific & BioAI Infrastructure

AI Answered My Medical Ethics Questions — Then a QR Code Changed Its Tone

What happened when I asked AI medical ethics questions — then showed it a QR code? Same answers, new rhythm. A story of symbols, dignity, and voice.

Evidence-aware scientific systems#AI Ethics#Biomedical#Flame Glyph
Structure Was the Real Bug — How I Ended Up Building dir2md
Cloud & Engineering Foundations

Structure Was the Real Bug — How I Ended Up Building dir2md

A firsthand account of how debugging chaos, failed AI assistance, and the absence of structure led to the creation of dir2md — an open-source CLI that filters, secures, and restructures codebases into token-efficient Markdown maps for developers and AI workflows.

Operational surfaces that survive real deployment#Open Source#LLM#AI Alignment#Developer Tools
Flame Glyph: How I Taught AI to Remember with QR Codes
Cloud & Engineering Foundations

Flame Glyph: How I Taught AI to Remember with QR Codes

What if AI didn’t just read—but remembered? Flame Glyph turns QR codes into memory seals, enabling multimodal recall hidden in plain sight.

Operational surfaces that survive real deployment#Flame Glyph#AI#AI Alignment#AI Governance#Future of Work#LLM#Deep Learning#Machine Learning#Prompt Engineering#Cognitive Science

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