Discover how to architect and deploy an automated 'AI Video Content Curator' pipeline on cost-effective CPU-only VPS infrastructure. This comprehensive guide covers everything from stream ingestion and lightweight action recognition to ffmpeg-based synthesis, optimizing deep learning workloads for constrained environments without expensive GPUs.