& Technical tangents
Documenting my journey with AI experiments
The only way to stay on the cutting edge of AI is to actually explore AI and work with it. Below you'll find me rambling about that stuff in focused deep dives, that may lead nowhere other than getting better at product building with AI.
Let me be your guide • Start here
I don't know much, but I am happy to teach you what I know
Product & Personal branding with AI
Live case study: Training image models, generating videos, and testing what it takes to build a consistent AI brand avatar. From LoRA training to multi-angle generation and maintaining visual consistency.
AI Image Storyboarding
Why I storyboard with images ($0.001-$0.055 each) before committing to expensive video generation ($0.15-$0.40/second). Budget-conscious pre-production workflow with real examples.
LPA Casting System
Transform existing LPA stories into entirely different visual styles while preserving spatial choreography. Cast VFX scenes into National Geographic photorealism, or realistic scenes into absurdist satire - all automated.
Story Brainstorming Mode
Create complete LPA stories from pure imagination - no reference footage needed. Interactive brainstorming workflow that guides you through narrative arc, character development, and scene-by-scene LPA layer construction.
Character Isolation System
Build persistent character libraries with dual 3D render + realistic portrait versions. Create once, reference by number across unlimited scenes.
Character Examples
Full details inside
LPA Data Model Architecture
From JSON chaos to type-safe clarity: A four-level hierarchy for managing complex AI image generation workflows with casting styles, scene variations, and generation metadata.
