Blog
Field notes on data infrastructure, semantic layers and the groundwork AI agents actually need.
Verifying AI-Generated 3D: The Pipeline Behind an Agent-Furnished Apartment
An agent furnished a 40 m² apartment in Blender. It looked right and was wrong at 100% zoom. Here is the verification layer that fixed it.
Change One Sentence. Not the Whole Lesson.
How we turn scripts and source materials into editable 3D scenes, reusable visuals and learning components — and make the next correction easier.
An AI Engine That Creates and Optimizes Its Own Content
How we built a self-tuning content pipeline for GoStudent, and why the same approach matters for any brand with a distributed presence.
Semantic Layers, Data Warehouses and AI Agents: How We Built GoStudent's Modern Data Stack
How we built GoStudent's modern data stack — and why the same approach matters for any business sitting on years of untapped data.