Building an AI Video Clipping Pipeline: Architecture, Tradeoffs, and What We Learned
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Building an AI Video Clipping Pipeline: Architecture, Tradeoffs, and What We Learned Processing video at scale is one of those problems that looks straightforward until you're in production at 3 AM watching a queue pile up. This is the actual architecture behind ClipSpeedAI — what we built, why we made the tradeoffs we did, and what we'd do differently. The Core Challenge The product is simple to describe: take a YouTube URL, return 8-12 vertically reformatted short-form c