Apr 13, 2026 · 12 min
The content automation system that ships 1 billion views per month
A field report on the actual architecture behind a billion-view-per-month AI content pipeline — topic generation, Nano Banana Pro and Flux for stills, Kling 3 for image-to-video, Remotion and CapCut for assembly, LLM-as-judge for slop rejection, and the distribution layer that doesn't get accounts banned.
arthur