Why "It Works on My Laptop" Fails — And the Fix

AI-assisted development needs proof that matches production. Repo Testing Setup creates a repeatable, containerized local gate so code is tested the same way it will be shipped.

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Production AI

Why Your AI Passes Tests but Fails in Production

AI agents often prove the wrong thing. Feature Design Pre-flight turns requirements into auditable outcomes, mapped impacts, and test plans before implementation starts.

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Production AI

The AI Skill That Refuses to Build Something Vague

Most bad AI builds start with ambiguity. Clarify Before Build forces the conversation to slow down long enough to turn vague requests into a shared, written contract before implementation starts.

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Production AI

The Dream: AI That Builds Truly Secure Software

Large language models can finally take on much of the software development lifecycle. But shipping secure software still demands testing, threat modeling, logging, input validation, and vulnerability management. Here's how to think about closing that gap.

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AI Is Your Greatest Opportunity. Don’t Miss It

Most of the AI hype is doom and gloom — the jobpocalypse, the end of white collar work, the robots taking over. I think that's completely wrong. I believe the Age of AI is the greatest opportunity in history for subject matter experts to create wealth, influence, and legacy.

Your Weekly Disruption: Is OpenAI Losing Its Edge?

AI is quickly integrating into education, with major releases from Anthropic (Claude) and Gemini (Google). However, OpenAI's contribution is pretty underwhelming. I call it the lack of the Actionable Outcomes Bias Principle.

AI Glossary

Your guide to all terms AI and AI companies

building

Bring Your Idea to Life in Five Easy Steps

Have a brilliant idea for a web app but don’t know where to start? This guide covers essential best practices for non-technical entrepreneurs, from defining your project to wireframing, designing, and finding the right development partner. Turn your vision into reality with clear, actionable steps!

Crypto

Qubic...I can't wait until this is ready for the Real World!

If ever there was a blockchain project I wished I could get into, it would be Qubic. The hypothesis, proposal, and vision are incredible. It's a truly disruptive Layer 1 blockchain proposal—but it's not yet ready for prime time. Check out my analysis.