AI & Implementation

Bright neon energy streams radiating from a glowing core in a futuristic cityscape with skyscrapers and signs saying Neo-Kyoto and Cyberflow.

Polymorphic Cultures: One Year In

I’ve been saying “polymorphic cultures” for a year and I’ve never actually written down what I mean by it. The term has shown up in podcast interviews, LinkedIn…

Transparent engine with colorful neon wires and cyberpunk workshop background

The Marginal Return of Intelligence (And the Marginal Return to It)

One week ago I announced Grazier Ventures and Aqen.ai. Since then I’ve been asked a version of the same question about a dozen times: how are you actually going…

Hacker working at a futuristic desk with holographic screens in a neon cyberpunk city

One-Person Companies Are a Forcing Function, Not a Fad

Every few months someone posts a screenshot of a one-person company doing a million dollars a year. The replies split clean in half. One side calls it the…

Multiple digital power tools with glowing displays arranged on a cluttered workbench under neon lighting

The Lowe’s Tool Shelf Problem

Or: why knowing every new AI tool is the wrong flex I was at Lowe’s last weekend staring at the oscillating multi-tool wall. Fourteen variants. Corded, cordless, brushless,…

“Tokenmaxxing” Is Lines-of-Code Thinking for the Agentic Era

Silicon Valley has a new competitive sport, and it’s exactly the mistake you think it is. The New York Times reported last week that engineers at Meta, OpenAI,…

Your AI Notetaker Is the Biggest Security Decision You’re Not Making

Every engineering leader I know is running at least one AI meeting recorder. Fathom, Otter, Fireflies, Granola — they show up in your Zoom call, they transcribe everything,…

Minutes Added To Workforce

Every company I’ve talked to in the last two quarters is asking the same question about AI: what’s the ROI? The instinct is to measure AI value in cost…

Block Just Cut 3,500 Jobs. You’re Reading It Wrong.

Jack Dorsey announced this week that Block is cutting roughly 3,500 people — about 40% of its workforce. The stock has been sliding for years. The headlines are…

Are You Managing Your Manager? (The Agentic Update)

In 2015, I stood in front of a room full of engineers at Code Driven NYC and laid out a formula for how individual contributors could take charge…

Can AI Solve the Four Burner Problem?

In my last post, Awe in an AI World, I wrote about the reclaimed time that AI is creating and the question that keeps me up at night in…

The notebook, in your inbox.

The notebook, in your inbox. Every Tuesday, one essay on AI implementation, engineering leadership, or the operator-to-founder transition. No digests, no roundups, no AI-generated news — just the ideas I'm actually working through.