Blog

Notes on product, growth, and automation — aimed at operators and teams who care more about shipping than buzzwords.

How to Tell If Your AI Workflows Actually Work

The Automation Stack I Actually Run

What I Don't Automate (And Why)

Stop Betting on One Channel: How I Build Growth Engines

Treat Automation Like a Product, Not a Script

Scrape, Enrich, Score, Act: The Pipeline Behind Every Tool I Build

Building a Prompt Library That Compounds

The New Product Stack

The AI Product Manager

The Modern PM and the New Discovery Process

The Systems and Agents Every Modern PM Should Implement

How to Build a One Person Product Team

Multi Model Workflows and How They Actually Work

The New PM Operating System

Constant Testing With Agents

The Rise of the Full Stack Builder

The AI Scaling Era Is Over. The Next Frontier Is Experience and Design.

Automation Changed What Product Management Actually Is