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Enterprise  ◇  Enterprise Storage

Ubiquiti Enterprise NAS Review: 16 Bays, Dual 25GbE, and ZFS for $3,999

The Enterprise NAS (ENAS) is Ubiquiti’s first run at more enterprise-lite business storage. The 3U chassis holds 16 hot-swap drive bays, an eight-core Arm Neoverse N2 processor, 64GB of ECC memory, dual 25GbE SFP28 ports, and redundant hot-swap 550W power supplies, all for $3,999 MSRP. One pricing note: Ubiquiti’s store currently applies a memory surcharge

AI  ◇  Enterprise

The Token-Efficient Path for Long-Context Inference: KV Cache Offload to Flash

Enterprise AI infrastructure has shifted from optimizing training models to serving them, and that changes the economics. Training is a capital project with an endpoint. Inference is a production workload that runs as long as the service is live, with output measured in tokens. This is the tokenomics problem now facing AI operators: once the