The thinking behind how I build teams, systems, and AI-shaped products.
I use Ideas as the public layer of my practice: Thoughts for articles and point of view, Studio for videos and demos, Product Labs for thinker and tinker material, Tutorials & Open Source for hands-on walkthroughs and the repos underneath, and notes for the machinery.
Thoughts
Article-led writing and point-of-view pieces, mostly from Medium and selected native summaries.
Studio
The media studio: old blog videos, demos, and more entertaining build-in-public material.
Product Labs
Thinker-and-tinker material: incubating products, agents, systems, and experiments being shaped.
Tutorials & Open Source
Hands-on walkthroughs from job-board apps in 2015 to today's vibe-coding loops, plus the repositories underneath.
NVSBL suite
A suite for discovering product opportunities through autonomous agents, then turning the signal into an API, subscription, and delivery product.
shulkerbox
A universal resource repository for product-development tools, skills, agents, hooks, scripts, and plugins.
Building Apps from PRD Tasks Automatically
In the last video, we used Warp, an MCP server, and Linear to generate a PRD and backlog for Metaprod. Then we started building from those tasks while keeping the agent on a tight leash.
Metaprod: Spin Up a Product Manager Agent in Warp
A demo of product-management automation inside a development workflow, showing how a focused agent can help shape product work before implementation.
State of (Digital) Product Design 2023
A short argument that AI does not remove the need for product design judgment; it raises the stakes for it.
Building HomeCloud
A private-cloud field note: turning a fragile Mac mini setup into resilient, monitored, self-hosted infrastructure for AI, development, and media workflows.
Development Notes
Technical notes from the rebuild and agentic workflow experiments.