15s, 18s or 57s - The ComfyUI Edit Speed Ladder
The same edit three ways with a 4-step Lightning LoRA, Flux Kontext and full Qwen. What each trade-off actually costs.
Image-Editing
Combine Two or Three Images Into One Photo, Locally
One node takes three reference images. Person plus product, person plus scene, and the group shot - with measured timings.
Generate an Image With Every Object on Its Own Layer
One generation, seventeen outputs: the flat image, every object on transparency, and a free background plate.
Inpainting in ComfyUI - and Why a Mask Is Not Automatically Better
We ran the same edit with and without a mask. The no-mask version won. Here’s when a mask helps and when it costs you.
Outpainting in ComfyUI - Extend a Photo That's Framed Too Tight
Add canvas and let the model fill it. The node, the feathering, and the mistake that invents furniture.
The One Graph Every ComfyUI Image Edit Is Built On
The nine nodes behind every local instruction edit, what each does, and the one node that turns generating into editing.
Edit Images With Plain English (and Combine Two), Instruction Editing in ComfyUI
Local instruction-based image editing: change an outfit, nudge a pose, or merge two references, while keeping face, scene, and identity intact. The Engine Room, machine two.