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Best practices: scalable architectures for data systems
Scalable data architectures in 2025 demand more than adding servers—they require modularity, elasticity, and deep observability. This guide breaks down modern best practices, from event-driven designs and data mesh to storage-compute decoupling and AI-native architectures, with real-world case studies from Netflix, Uber, and Spotify.