AlexWebLab

Explore a wide range of web development topics, from JavaScript to React and beyond, and uncover valuable insights to enhance your skills.

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Latest 2 articles:

Inference Is a Memory Problem: KV Caches, Quantization, and Faster Decoding

October 25, 2026

AI Engineering ✨Performance

Many AI performance problems are caused less by raw arithmetic than by moving model state through memory. Learn how quantization, KV-cache design, and verified draft decoding change latency, capacity, quality, and privacy boundaries.

Streaming Is Not One Latency: TTFT, TPOT, and Goodput for AI Features

October 22, 2026

Performance AI Engineering ✨

An AI response can feel fast, stall after the first word, or meet an average latency target while failing real users. Design inference around time to first token, time per output token, goodput, and the bottleneck that actually limits the workload.

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