AI News

SQLite + Litestream: How to Host 1 Million Users for ~$0.50/Month (Kill Your Cloud Database Bill)

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Eliminate expensive cloud database bills by using SQLite and Litestream. This powerful combination provides real-time replication to object storage and microsecond latency on standard VPS hardware. Perfect for startups and indie developers, this architecture handles thousands of concurrent readers and offers point-in-time recovery for a fraction of the cost of managed PostgreSQL or MySQL.

DeepSeek’s Breakthrough: How to Double GPU Utilization from 40% to 80% Without New Hardware

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High-end GPUs often sit 60% idle during AI inference, wasting significant compute power. DeepSeek’s breakthrough addresses this by disaggregating prefill and decode phases using priority-aware network scheduling. This open-source strategy doubles GPU utilization to 80% and halves costs, providing a massive leap in efficiency and ROI for the AI ecosystem without requiring any new hardware.