Discover how to build a fully automated, cost-effective pipeline for video localization on standard CPU VPS instances. By leveraging Whisper, modern translation APIs, and client-side or server-side FFmpeg-WASM, this guide details how to automatically download, transcribe, translate, and re-render short-form video content at scale without relying on expensive GPU infrastructure.