In advanced production, record the prompt, model, reference assets, generation settings, and reasons for accepting a result. Comparing under consistent conditions makes it easier to judge which changes improve the output.

Run one video generation workflow in ComfyUI, and automate editing drafts with tools such as FFmpeg. Provide a PC or GPU cloud for running video models and a server for delivering the finished web pages according to their intended uses.

Build a video generation workflow in ComfyUI

Start with an official template and save a working setup. Here, the official Wan2.2 5B example introduces how to read nodes and generation settings.

Production steps

Automate video production with Codex or Claude Code

Turn asset organization, vertical formatting, concatenation, and export into a rerunnable production script. Start your request to the AI with specific input files and completion requirements.

Production steps