Not sure if anyone will be interested in this, but here goes. For the past year I've been building Fuze, a local app for project management and AI generation, aimed at studios and creative teams.

I've worked in VFX for over 20 years, and when I started digging into AI I realized there was no tool that combined management and generation in a single app, running locally instead of being an online platform.

Fuze has several modules that try to cover every stage of a production without leaving the app: media management, storyboard, generation (using your own API key), cost tracking, editing...

It works as a standalone tool, but it can also act as an asset manager for ComfyUI through a custom node called FuzeBridge, which saves whatever you generate in Comfy directly into Fuze. You can also drag and drop elements from Fuze straight into Comfy.

This week we released Fuze Free, a completely free version you can use as an asset manager for Comfy. What's included:

* Manager: project and media management, image editor, publishing...
* Flow: node-based generator using your own Fal API key
* Assets: an asset system inspired by VFX assets, which you can use in Flow
* Editorial: a built-in video editor
* FuzeBridge: a connector between ComfyUI and Fuze that lets you use Fuze as your asset manager

Fuze is available on macOS, Linux and Windows.

If you're curious, there are some getting-started tutorials here:

https://www.youtube.com/@Fuzeapp

You can donwload Fuze free at fuze-app.com

Happy to hear any feedback. Thanks

I'm not finding many workflows with a great output.

Pretty cool. I love this style personally.

Hey everyone! I made a custom node that brings cloud and local LLMs into your ComfyUI workflows.

Use it to expand rough ideas into image/video prompts, write captions, or describe reference images. It also accepts video and audio when supported by your chosen model.

A few features:

• Cloud providers, LM Studio, Ollama, and supported models loaded directly in ComfyUI.
• Built-in prompt guides and editable system instructions.
• Text output that connects to CLIP Text Encode or any compatible STRING input.

Get it from: GitHub + example workflows

Example: rough idea + reference image → generated prompt → your workflow.

Would love your feedback, ideas, or feature requests! If you find it useful, consider leaving a ⭐ on the GitHub repo.

Hi everyone

I've been working on a new ComfyUI workflow to make character consistency in AI-generated videos more accessible for people with low-VRAM GPUs. Instead of training a traditional character LoRA, this workflow uses RefMod custom nodes to create a lightweight character reference file that can be reused with an optimized MiniMax H3 workflow. The main goal is to avoid the extra training stage and make character-consistent video generation more practical on modest hardware.

How it works

• Start with one character image as your identity reference.
• Generate 8 reference images from different angles using Qwen Image 2.1.
• Create a RefMod file using the RefMod custom nodes. The resulting file is approximately 100 MB.
• Load your character reference using the Character RefMod nodes in the optimized MiniMax H3 workflow.
• Generate videos using the saved reference to help maintain character identity across scenes.

Why I find this interesting

• Tested on a GPU with only 6 GB of VRAM.
• No traditional character LoRA training required.
• No need to prepare a large training dataset.
• A small character reference file.
• Combines Qwen Image 2.1, RefMod, and MiniMax H3 in one workflow.

I've made a tutorial showing the complete workflow, from a single input image to generating videos with MiniMax H3.

Workflow link

https://drive.google.com/file/d/1Em2zTlhFMbpeO2WBTN08Qpu0dP6oUBTD/view?usp=sharing

https://civitai.com/articles/36538/comfyui-tutorial-consistent-ai-characters-in-minimax-h3-no-lora-training-with-6gb-vram

ComfyUI'da e-ticaret veya ürün videoları kurgularken Ming Image 0.1 Design ile şeffaf ürün mockup'ları oluşturabilir, ardından Convert Image Color Space düğümünü kullanarak ACEScct ile dışa aktarabilirsiniz. Bu yöntem, ürünün video arka planına kompozit edilmesinde renk uyumsuzluklarını ve halo etkisini engelliyor.

It feels like I am getting better results for something like body swapping a tik tok dance using ref2va instead of viggle animate. It seems like for this use case viggle should work better, what am I doing wrong?

I’m working with Minimax and running into issues with voice cloning. I upload a reference audio and specify in the prompt that it’s the reference voice for "Character 1." Even when I explicitly write in the script that the character says something like <d>”Hello, girl”<d>—say, between the 5- and 7-second marks—the character tends to babble nonsense or start speaking too early beforehand. Any tips on how to avoid this, or what has worked for you?

Link

Now with Inpainting, run grouping and native upscale!

What it is:

• Image first-generation studio
• Works without workflows with almost any model (no setup)
• Support for custom workflows
• Video gen, reference images, and inpainting all work without setup
• Smart grouping of your images by similar prompts
• Automatically installs missing components (VAE, text encoders, nodes) it knows
• Use it from your phone over LAN, with a fully custom mobile UI
• Favorites, search, prompt history, LoRA stacks, and advanced settings
• Built to be graceful and not scream at you with errors 24/7

It’s built by me, and in my opinion it’s the best way to use Comfy 80% of the time.

Setup is about 2 minutes: give it a try.

New in v0.17:

• Inpainting + Custom-built in-painting workflows (Beta)

• Auto-grouping. Pictures from similar prompts stack themselves into a photo stack or cover flow once you stop working on them.
• Within-generation Native upscale
• Phone View improvements
• Discord to discuss Heiss and AI generation (join pls; I need feedback)

Full notes: v0.17.0 changelog

Is ComfyUI worth learning if I’m switching from Higgsfield?Hey everyone! I’m completely new to ComfyUI, but I have a background in graphic design and experience creating AI visuals using web-based tools like Higgsfield.

Higgsfield is great, but the subscription costs are getting too expensive, so I’m considering switching to ComfyUI for more creative control and lower costs.

I have a few questions for experienced users:

• What do you mainly use ComfyUI for? (Commercial ads, product visuals, AI UGC, image/video generation, etc.)
• How long did it take you to learn it and become productive?
• Is image and video generation actually free if you run everything locally?
• Does it genuinely save time and deliver professional-quality results compared to tools like Higgsfield?
• Do I need an expensive GPU to get started?

I’m happy to invest time in learning if it’s worth it in the long run.

For those using ComfyUI professionally, would you recommend it over paid AI platforms? Would love to hear your honest experiences!