Stan Voo

Ukrainian founder. I've built a successful e-commerce business, and now I've switched to trying to answer a few questions that won't leave me alone:

  • How do you validate business ideas in 2026?
  • What does personal knowledge management become when it's really context management for AI?
  • What does commerce look like when software is the customer — and what are the emerging business models worth building in?

This is where I write — about AI, decision-making, PKM, and the business opportunities hiding in all of this. Read the blog or explore the interactive lab. Subscribe via RSS.

Recent

· Lab
adracle
The Facebook Ad Library, captured to your disk. A Chrome side-panel extension that crawls an Ad Library query and saves everything locally — creative text, original media files, EU transparency data — as a compact JSON corpus shaped to be read by an AI.
· Blog · Updated
Grilling my own essay
Pointed a skill built to interrogate coding plans at a finished observational essay. It tripped on the genre once, re-grounded, then sharpened the prose cleanly.
· Blog · Updated
Interceptors and Demons
Two structural patterns for how personal AI agents join inter-human conversations — and what each one costs in trust, attribution, and contestability.
· Blog · Updated
Slack as Spec
The standard pitch is to put the AI in the room. The opposite works better: keep the AI out, let it read the transcript afterwards.
· Lab
Tropic
Opening passage of Henry Miller's Tropic of Cancer, with text flowing around a rising figure. Uses @chenglou/pretext for DOM-free text measurement and obstacle-aware line routing.
· Blog · Updated
I Built a Weekly Review That Triangulates Five Sources
No single source captures what actually happened in your week. But voice notes, ChatGPT, git, Slack, and session reflections together do.
· Blog · Updated
Bloom's Taxonomy Is Breaking
AI doesn't just help you learn faster — it restructures what learning even means. An interactive framework for the AI era.
· Lab
Bloom's Taxonomy Reimagined
How AI transforms the cognitive hierarchy into a human–agent division of labor.
/stream
A man smoking and grinning at the camera under a red LED sign that reads "Tsunami Warning — GET AS HIGH AS YOU CAN."A man in a cream sherpa jacket and dark shirt sits in a sunlit living room, holding a wooden pipe with white smoke curling from the bowl; a small cocoon-like form clings to the high ceiling above him.Wilber's four-quadrant integral diagram — interior/exterior and individual/collective axes labelled I, IT, WE, ITS, with stages of development arrayed along each axis. Title at the bottom reads "Levels in the four quadrants."A still from a Google Meet call. Two men laughing — one covers his face with both hands, the other has his eyes closed in a wide grin.A black-and-white figure with a fish-like, scaled head and bare reptilian feet, wearing a patterned bathrobe, riding a wooden-staircase stair-lift down toward the camera.A short clip of a rabbit, generated by an image model.