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Serve the exact same feature values to model training and online inference — eliminating training-serving skew — across batch, streaming, and on-demand tiers at sub-10ms latency and millions of reads per second. The architecture powering Uber Michelangelo, Airbnb Chronon, and DoorDash Gigascale.