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Thoughts on design, engineering, and the intersection of both. Written with care, stored for the long term.

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What Building an AI Orchestration Layer Taught Me About Prompting

What Building an AI Orchestration Layer Taught Me About Prompting

I built an AI orchestration API and accidentally 10x'd my understanding of prompting.

AI
Architecture
Tutorial
The Job I Want Next

The Job I Want Next

I want an AI engineering leadership role where shipping matters. I build production systems and translate between executives and engineers.

Career
AI
Philosophy
No, Everyone Won't Build Their Own Software

No, Everyone Won't Build Their Own Software

VCs are betting everyone will build their own software. History suggests otherwise: better tools expand what builders can do, not who becomes a builder.

Philosophy
AI
Software
The Math of Weird Ideas: Understanding Asymmetric Bets

The Math of Weird Ideas: Understanding Asymmetric Bets

Most people confuse job risk with career risk. The safest-looking paths cap your upside. The weird paths? That's where the math gets interesting.

Philosophy
Career
Investing
Ralph Wiggum Coding: Ship Features While You Sleep

Ralph Wiggum Coding: Ship Features While You Sleep

Stop babysitting your AI coding agent. The Ralph Wiggum technique runs your agent in a loop until the work is done.

AI
Tutorial
Productivity
Weird Knowledge Compounds

Weird Knowledge Compounds

True original thinking is rare. Not because it's hard, but because most people won't go where it lives.

Philosophy
Career
Voice, Not Brand

Voice, Not Brand

After two decades online, I've stopped conflating 'having a voice' with 'building a brand.' They're not the same thing, and the difference matters.

Philosophy
Writing
RL (Reinforcement Learning) Explained in Plain English

RL (Reinforcement Learning) Explained in Plain English

You've heard 'reinforcement learning' dropped in every AI conversation. You've nodded along. Let's actually explain it.

AI
Beginner
LLM-Powered Idea Exploration: Prompting Techniques for Divergence, Analogies, and Tiny Experiments

LLM-Powered Idea Exploration: Prompting Techniques for Divergence, Analogies, and Tiny Experiments

At the starting line, you have almost nothing. Only a spark and a hunch. Here's how to use AI tools to explore ideas before you know if they'll work.

LLM
AI
thoughts
ideas