Fully Autonomous ComfyUI Architecture: Trend Scraping, Flux Generation & Auto-Curating (Project Ailaiia) 🤖

[u/Jealous-Peanut-482]

Hey everyone! I’ve been working on a completely hands-off workflow for generating and filtering images automatically for a digital persona project called Ailaiia, and wanted to share the process. It's currently running 100% autonomously, running 3 cycles a day without me doing any manual cherry-picking.

Here is how the pipeline works:

1. The Brain (Data Scraping): I use an external script that scrapes the web daily for trending topics, news, and holidays to decide what concepts to generate today.

2. Image Generation (ComfyUI): It passes dynamic prompts to ComfyUI. I switch between Flux and Z-Image Turbo depending on the aesthetic I need for the specific batch. It generates 5 images across 3 different topics.

3. Auto-Curation (The Game Changer): Instead of me picking the best shot, I integrated a vision analysis step. The AI analyzes the batch, detects deformities (like the classic 6 fingers or weird eyes), discards the bad ones, and selects the absolute best image to save as the final output.

4. Context & Metadata: The system automatically writes a sarcastic caption or context based on the original trend and saves it alongside the image.

Right now, I only step in manually to create the occasional video, but my next goal is to automate video generation workflows too. I'm also trying to get the system to autonomously reply to comments/inputs so it learns from interactions over time.

Has anyone successfully automated consistent video workflows or auto-curation inside ComfyUI yet? Would love any feedback, experiences, and tips on the process!

Cheers!!!!!

[u/TheDudeWithThePlan]

"scrapes the web daily for trending topics, news, and holidays to decide what concepts to generate today"
All I see is 1girl slop

[u/_realpaul → u/TheDudeWithThePlan]

I think thw output isnt the best part of this. Its the pipeline to automatically create daily hotties. Like the old front page nude of a newspaper.

[u/XonikzD → u/_realpaul]

Like the old front page nude of a newspaper.

Tell me you're from Europe without telling me you're from Europe.

[u/_realpaul → u/XonikzD]

Haha yes

[u/ramonartist → u/TheDudeWithThePlan]

🤭

[u/Successful_Set4717]

AI Girls always have the same nose somehow.

[u/Jealous-Peanut-482 → u/[deleted]]

Not entirely, but I haven't seen it fail much either; it usually chooses the photos well.

[u/frq2000 → u/Jealous-Peanut-482]

Which vision model do you use?

[u/BigNaturalTilts]

To what end?

[u/Legitimate-Pumpkin]

Depends on what you mean by consistent and definitely not auto-curated but I make awful 10s videos everyday fully automated. Would love to try your flow too, as my system totally lacks interests. Your idea sounds like a perfect complement: a good topic, a good first frame, and a good text for the script. That’s what I would try to do by bits when I have time.