3 posts tagged batch.
Build a scriptable meme video generator in HTML — top-text bottom-text reveal, punchline punch-scale, shaky-cam emphasis — and render reproducible MP4s from a CSV.
One template, one CSV, one thousand MP4s. The pattern, the cost model, and the GitHub Actions matrix.
A walk through the actual infrastructure we use to ship ten thousand personalized video variants in a single overnight job. CI architecture, fanout, caching, and the math of variant pricing.