Why I built this Creating content manually doesn’t scale. Even a simple “Top 10” video takes: research scripting editing uploading Repeat that daily → it becomes a bottleneck. So instead of optimizing the process… I removed myself from it. What this system does This workflow automatically: generates topics writes structured scripts creates voiceovers generates visuals assembles final videos Runs on a schedule. No manual input. Architecture `Scheduler (cron) ↓ Topic Generator (AI) ↓ Script Generator (Top 10 format) ↓ Voice Generation (TTS) ↓ Visual Generation ↓ Video Assembly ↓ Upload / Storage` Enter fullscreen mode Exit fullscreen mode This type of pipeline is possible because :contentReference[oaicite:0]{index=0} connects APIs and services into deterministic workflows that execute predefined steps reliably.…