The Dangerous Gap Between AI POC and AI Product (And Why We Keep Ignoring It)
AI Takes

The Dangerous Gap Between AI POC and AI Product (And Why We Keep Ignoring It)

Why mistaking an AI proof of concept for a production-ready product creates false time estimates and integration problems, and how teams should use AI better.

· 4 min read
Something Even Faster Than AI Prototypes (My Friend's Brilliant Approach)
Product

Something Even Faster Than AI Prototypes (My Friend's Brilliant Approach)

Why validating an idea directly with real customers as a hidden service beats jumping straight into AI-built prototypes.

· 2 min read
Why AI Won't Save Us All (And Why That's Not What You Think)
AI Takes

Why AI Won't Save Us All (And Why That's Not What You Think)

AI hype hides the hard work of real products; designers, PMs, and engineers are still needed because making something great is the difficult 90 percent.

· 3 min read
When ChatGPT Is Not Enough: How I Planned an XTerra with AI
AI Coding

When ChatGPT Is Not Enough: How I Planned an XTerra with AI

Planning an XTerra triathlon revealed why ChatGPT struggles with long projects, and how moving to Claude Code with files and MCP fixed memory and dates.

· 3 min read
I Woke Up at 4 AM and Became a Vibe-Coding Master (In 6 Hours, Not 15 Minutes)
AI Coding

I Woke Up at 4 AM and Became a Vibe-Coding Master (In 6 Hours, Not 15 Minutes)

A first-person account of building a full-stack app in six hours with AI tools, plus the engineering mindset and patterns that made it work.

· 3 min read
AI Won't Replace You (Unless You Allow It To)
AI Takes

AI Won't Replace You (Unless You Allow It To)

Treating AI as a collaborative companion rather than a one-shot replacement, and recognizing its limits to work faster and stay ahead.

· 2 min read
Schools Are Missing the Biggest Opportunity AI Has Ever Given Us
AI Takes

Schools Are Missing the Biggest Opportunity AI Has Ever Given Us

A personal argument that schools should embrace AI to personalize learning for each child, using a five-step study framework as an example.

· 3 min read
When Being Too Involved Becomes a Problem (A Lesson in Over-Ownership)
Product

When Being Too Involved Becomes a Problem (A Lesson in Over-Ownership)

How over-ownership backfired when a PM overstepped his scope, and a framework for involving stakeholders and documenting business cases properly.

· 3 min read
Why I Drink So Much Coffee (It's Not What You Think)
Unfiltered

Why I Drink So Much Coffee (It's Not What You Think)

A personal reflection on the reasons behind drinking coffee: welcoming others, ritual and focus, work habits, and a feeling of freedom.

· 2 min read
Facts vs. Projections: The Principle That Changed How I Work (and Live)
Product

Facts vs. Projections: The Principle That Changed How I Work (and Live)

A principle for separating objective facts from the opinions and expectations layered on top, applied to work decisions and relationships.

· 2 min read
When Your Engineers Fight For Your Product (You Know You've Won)
Product

When Your Engineers Fight For Your Product (You Know You've Won)

When engineers fight for your product vision it signals trust, a compelling vision, and true ownership, and what to ask when your team isn't there yet.

· 2 min read
My Job-Finding Framework (That Got Me 8 Offers from 150 Applications)
Careers

My Job-Finding Framework (That Got Me 8 Offers from 150 Applications)

A personal, step-by-step framework for finding a job, covering positioning, application quotas, customization, storytelling, and salary negotiation.

· 5 min read