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 ManagementHow to scope an AI feature before anyone writes codeA practical checklist for product managers: define the job, set the quality bar, plan for failure and decide what to measure before the first prompt is written.
29 OCT 2026 · 5 MIN02AI 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 MIN03AI 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 MIN04Indie 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 MINNewsletter
Learn more →The 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.