If this sounds like your week
Format debates are fun until you have 6,000 deliverables.
The query “diffusion model output PNG batch WebP documentation site” is usually about shipping WebP, AVIF, or sane JPEG—without a bespoke script per shoot. Research blogs embed thousands of sample PNG; static hosting bills spike unexpectedly.
Where tooling usually breaks
Browser converters are a queue with your files in the middle.
Upload, wait, download, repeat. That is not a pipeline; it is a ritual.