AI product management
& independent software
I think about how AI changes the way products get built.
Product manager by day, indie developer by habit. This is where I write about building with models, and keep notes on the things I make along the way.
Writing
All writing →AI Product ManagementWhy AI products don't behave like normal softwareRequirements become ranges, specs become boundaries, and launch becomes the start of the experiment.
03 OCT 2026 · 8 MIN02AI Product ManagementEvals are the product spec for AI featuresIn AI products, the eval set replaces the PRD. Here is how I write one, who owns it, and why it ships before the feature does.
12 SEP 2026 · 1 MIN03Indie DevelopmentShipping solo: how I scope side projects so they actually launchMost of my side projects died at 80%. These are the scoping rules that finally got apps into the store.
02 AUG 2026 · 1 MIN04ExperimentsSix months of LLM-assisted coding: what stuck and what did notNotes from using AI coding tools daily on side projects: where they save hours, where they cost them, and the habits that matter.
18 JUN 2026 · 1 MINThe practice
Product thinking
AI product management
Specs, evals and trade-offs for features that don’t behave the same way twice.
Building
Indie software
Small, durable tools and client systems, shipped on boring stacks.
Writing
Essays & notes
Long-form thinking, written slowly, revised in public.
Experiments
Open questions
Prototypes that exist to answer one thing, then get written up.