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

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95% of AI Businesses Will Die. Here’s How to Not Be One of Them.
AI Signals & Market Shifts

95% of AI Businesses Will Die. Here’s How to Not Be One of Them.

What the data, a founder’s confession, and 70 years of tech history tell us about who actually survives.

Trend shifts, market movement, and strategic signals#AI#AGI#AI Ethics#AI Alignment#Future of Work#LLM#Deep Learning#Machine Learning#Cognitive Science#Developer Tools#DevOps#Business Strategy#AI Code#Startups#Software Development#Product Management#Prompt Engineering
Is MCP Really Dead? A History of AI Hype — Told Through the Rise and Fall of a Protocol
AI Signals & Market Shifts

Is MCP Really Dead? A History of AI Hype — Told Through the Rise and Fall of a Protocol

When a protocol doesn’t die — it just stops being interesting. A forensic look at MCP, OpenClaw, and the psychology of AI hype cycles.

Trend shifts, market movement, and strategic signals#AI#AGI#AI Alignment#AI Governance#Future of Work#LLM#Deep Learning#Machine Learning#Open Source#Developer Tools#DevOps#AI Code#Business Strategy#Github#Software Development#Product Management#Prompt Engineering#Programming#Startups#AI Research
Prompt, Pray & Push: Why Your AI Agent Keeps Failing You
Cloud & Engineering Foundations

Prompt, Pray & Push: Why Your AI Agent Keeps Failing You

The one concept that turns expensive spaghetti into great agentic engineering.

Operational surfaces that survive real deployment#AI#AGI#AI Alignment#AI Governance#AI Hallucination#Future of Work#LLM#Deep Learning#Machine Learning#SR9/DI2#Cognitive Science#DevOps#Programming#AI Code#Business Strategy#Software Development#Prompt Engineering
The Pull Request Illusion: How AI Is Hollowing Out Software’s Last Line of Defense
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
Beyond AI FOMO — From Tulip Mania to OpenClaw 2026: The Governor That Saves You
AI Signals & Market Shifts

Beyond AI FOMO — From Tulip Mania to OpenClaw 2026: The Governor That Saves You

The real breach wasn’t in the code. It was in you.

Trend shifts, market movement, and strategic signals#AI#AI Ethics#AI Alignment#AI Governance#Future of Work#DevOps#Startups#Business Strategy#AI Code#Software Development#Prompt Engineering#Product Management
AI Agents Are Poisoning Your Codebase From the Inside
Cloud & Engineering Foundations

AI Agents Are Poisoning Your Codebase From the Inside

Explore how AI-generated code can silently degrade software quality through weakened tests, rising code churn, and duplication—and how teams can prevent it with better governance.

Operational surfaces that survive real deployment#AI#AI Ethics#AI Alignment#AI Governance#AI Hallucination#LLM#Deep Learning#Machine Learning#Developer Tools#DevOps#Programming#Prompt Engineering#Product Management#Software Development#AI Code
Open Source’s Critical Inflection Point and the 14,000,605-to-1 Survival Strategy
Cloud & Engineering Foundations

Open Source’s Critical Inflection Point and the 14,000,605-to-1 Survival Strategy

Open source isn’t dying and growing up. Why trust collapsed, forks emerged, AI changed the game, and what it will take to build a survivable open source future.

Operational surfaces that survive real deployment#AI#AGI#Business Strategy#Software Development#Product Management#Prompt Engineering#Programming#Startups#DevOps#Developer Tools#Open Source
2026 CRM AI: From Seats to Service (Why Undo Beats IQ)
Cloud & Engineering Foundations

2026 CRM AI: From Seats to Service (Why Undo Beats IQ)

In 2026, CRM AI won’t be won by smarter models—but by Undo. This essay explores why enterprise adoption shifts from IQ to liability, how “Service as a Software” replaces SaaS, and why seatbelt layers decide who actually ships AI in production.

Operational surfaces that survive real deployment#AI Alignment#AI Governance#AI#AI Hallucination#Software Development#Prompt Engineering#Programming#Product Management#DevOps
Built a SaaS in 30 Minutes? When “No-Code Hype” Meets the Operational Wall
Cloud & Engineering Foundations

Built a SaaS in 30 Minutes? When “No-Code Hype” Meets the Operational Wall

Where no-code hype hits the operational wall: auth, billing, security, cost.

Operational surfaces that survive real deployment#DevOps#Developer Tools#AI#Future of Work#LLM#Programming#Prompt Engineering#Software Development#Product Management
My Code Fixed Itself at 11PM
Scientific & BioAI Infrastructure

My Code Fixed Itself at 11PM

A “Quantum Engine” is a dramatic name. Here’s the un-dramatic story.

Evidence-aware scientific systems#AI#AI Governance#Future of Work#Deep Learning#Machine Learning#Cognitive Science#SR9/DI2#Scientific Integrity#Programming#Prompt Engineering#Software Development#Product Management
Stop Acting Like You Just Invented Fire: Why MCP Is Just Fancy Plumbing
Cloud & Engineering Foundations

Stop Acting Like You Just Invented Fire: Why MCP Is Just Fancy Plumbing

A brutal, funny teardown of MCP hype. Why the Model Context Protocol is not the future of intelligence—just fancy plumbing. FOMO, telegraphs, sewage pipelines, and the unsexy work that actually makes AI systems survive.

Operational surfaces that survive real deployment#AI#AGI#AI Alignment#Startups#Programming#Prompt Engineering#Developer Tools
⌨️She Said I Broke the Speed of Light. So I Turned It Into Math.
Scientific & BioAI Infrastructure

⌨️She Said I Broke the Speed of Light. So I Turned It Into Math.

"You broke the speed of light." Instead of fighting the cosmic war, I built the Composite Reliability Index (CRI). It's the engineer's math model for filtering online noise, saving your sanity, and reclaiming your afternoons.

Evidence-aware scientific systems#AI#AI Ethics#Programming#Prompt Engineering#Product Management#Software Development#Cognitive Science#Deep Learning#Machine Learning

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