October 20, 2026
YouTube Shorts automation, local-only.
The client needed a local-only YouTube Shorts automation system — topic planning, script generation, scene-split, image + voice generation, FFmpeg-based video rendering, and YouTube upload with scheduling — all running on a single developer machine using Next.js as the sole backend (no separate API server). PostgreSQL with Prisma persisted topic batches, scenes, render status, and […]
