Animate an Image with AI (Locally): Image-to-Video in ComfyUI
How to animate an image using AI on your own GPU — the one-beat rule, real-time-speed camouflage, anchor plates, and when to rent a cloud GPU instead. The Engine Room, machine three.
Video-Generation
Directing AI Video: The One-Beat-Per-Clip Rule (and Four More Lessons from Our First Action Scene)
We produced a 29-second helicopter-and-dragons action tease with image-to-video AI. Here’s every mistake we made — tangled limbs, teleporting wardrobes, shrinking monsters — and the directing rules that fixed them.
Local LTX vs Cloud Wan 2.6: We Generated the Same Character Both Ways
A working comparison from our production pipeline: 24-second local renders on an RTX 5090 vs 15-second cloud generations — cost, speed, quality, and when we actually use each.