Stan Voo

Ukrainian founder. Currently transforming my e-commerce business with AI, and looking to answer these questions:

  1. How do you validate business ideas in 2026?
  2. What does personal knowledge management (PKM) become with AI?
  3. What does commerce look like when software is the customer — and what are the emerging business models worth building?

This is where I put my ideas. Read the blog or explore the lab. Subscribe via RSS.

Recent

· Lab
Semantic Fidelity
The summarise step is the one nobody reviews, and it is where meaning actually dies. A review of A. Jacobs’s Semantic Fidelity framework — what holds, what is only proposed, and one sentence in the corpus that is wrong. With two interactive 3D figures: the camera an accuracy metric looks from, and this vault’s own six-pass compression chain with the fidelity gate missing.
· Lab
Twelve Architectures of Thought
An interactive field guide to what twelve visual structures reveal and hide. Based on A. Jacobs’s Reality Drift diagram, with animated examples and exercises by Stan Voo.
· Lab
Side A
A scratch-off mixtape gift: a full-viewport WebGL cassette — rub the foil label with your finger to reveal a Spotify playlist that starts playing. Built end-to-end by Claude Fable 5 in Claude Code as a one-session experiment: Next.js, three.js via react-three-fiber + drei, a canvas-texture foil erased through raycast UVs, Spotify iFrame API. Eight prompt iterations, eight commits, concept to ship in a day.
· 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
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
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
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
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
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.
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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.