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: Frequently accessed video segments, thumbnails, and API responses are cached at the network edge to significantly reduce load on origin servers. Core Engineering Requirements Infrastructure Layer Primary Technology Key Metric Focus Front-End Framework Next.js / React (Server-Side Rendered) Cumulative Layout Shift (CLS) < 0.1 Database Core PostgreSQL + Redis (Caching Layer) Query response times < 50ms Video Processing FFmpeg via AWS Elemental MediaConvert Multi-thread processing speed Security Matrix Cloudflare WAF + SSL/TLS 1.3 Zero-trust access architecture Optimizing User Experience and Discoverability

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