If you have been liking, buzzing, reacting, or leaving feedback, thank you. I see it and I genuinely appreciate it.

If you are curious how minimal input turns into structured images and videos, you can read the full workflow breakdown here: https://civitai.com/articles/26644/llm-enhanced-video-workflow

It explains the logic behind the LLM layer, the iterative upscaling process, and the WAN video pipeline I use in detail.

Thanks to everyone who comments, experiments with the workflow, or refines it further in their own setups. Both visible and silent feedback matter.

More updates and optimizations will follow.

And yes, Aerith is awesome. That part is non negotiable.