In August 2026, ByteDance founder Zhang Yiming told the company’s Seed AI research team something almost nobody in the industry
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Almost every API starts its pagination life with LIMIT 20 OFFSET 40. It’s the pattern every ORM hands you, it
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Every token an LLM emits costs a full forward pass. The GPU reads hundreds of gigabytes of weights, computes one
Continue readingSpeculative Decoding: The Math, the Drafters, and When the Bet Pays Off
Most View Transitions tutorials show you the SPA version: wrap a state update in document.startViewTransition() and enjoy a smooth cross-fade.
Continue readingView Transitions in 2026: Same-Document, Cross-Document, and the Firefox Threshold
For years, adding tracing to a Go service meant wrapping every handler, decorating every client, and threading context through every
Continue readingDistributed Tracing in Go with OpenTelemetry: A Setup That Actually Holds Together
Ask most Go developers how the garbage collector works and you’ll get one of two answers: “it’s concurrent and low-pause”
Every `npm install` is an act of trust. You are executing code written by strangers, versioned by strangers, published through
A slow query arrives. Someone runs EXPLAIN ANALYZE, pastes the output into a search engine, and a verdict comes back:
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Every LLM serving stack lives or dies by one data structure most developers never see: the KV cache. It is
Continue readingThe KV Cache: Why LLM Serving Is a Memory Problem
Rate limiting looks like a solved problem until the day your API runs on more than one machine. The in-memory
Continue readingDistributed Rate Limiting in Go: Token Buckets, Redis, and the Fail-Open Decision