Articles
20 posts tagged "Encoding Expertise"
How to Adopt AI Coding Without Creating Technical Debt
Five steps to AI code quality that compounds over time — from repeatable process and reviewable decisions to encoded engineering judgment.
You Don't Need a Platform to Sell Your Expertise. You Need a Skill Graph.
There's a new product category emerging called skill graphs. Not SaaS, not courses, not templates. Portable markdown files that teach an LLM how to think about a domain. The buyer owns them. And the real value is in the connections.
AI Can Write. It Just Can’t Think.
AI can write fast, but it can’t think strategically. Four portable markdown products teach your AI how you sound, who you’re writing to, what to create, and where to publish.
I'm Not a Data Scientist. But I Just Published a Leadership Study.
I'm not a data scientist, but I used AI to discover what actually drives 467 corporate leaders. It did what I couldn't do alone.
In today's AI the difference between amateurs and experimenters is orchestration
Instead of hiding where you're using AI, embrace it by highlighting your role in the orchestration. Putting in the work is worth showcasing.
AI for Consultants: Finding & Leveraging Patterns
Most consultants will be replaced by AI. The ones who won't are the ones who see patterns. And build frameworks from them.
Your AI Knows the Rules. It Doesn't Know Why They Exist.
Rule engines capture what you decided. AI agents need to know why. A story about how perfect rule execution cost one company millions in lost revenue.
Stop Giving Your AI Better Prompts. Start Giving It Your Decision-Making.
I stopped writing better prompts for Claude Code. Instead, I wrote down how I make decisions.
I Hired an Engineering Manager, Architect, Developer, Designer, and QA Engineer. None of Them Are Human.
I've been building new web applications every week. Not prototypes. Not MVPs that embarrass me. Real applications that work. And I did it by hiring a team I never have to manage. Here's what I know after years of building software with human teams: the code is rarely the hard part. It's the coordination. The...
Stop Prompting AI for Every Task. That's Not Automation—That's Just Faster Manual Labor.
Most people use AI like a faster typewriter. They prompt, AI outputs, they clean it up. Repeat. Every single time. But here's what I've realized after watching hundreds of founders try to \"leverage AI for productivity\": you're still the bottleneck. You're still required for every task. You haven't automated anything—you've just sped up your own...
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