Diagram of a prefix tree being shared across concurrent LLM requests.

SGLang in Production: How Structured Generation Makes LLM Serving Actually Fast

SGLang is a serving stack co-designed around how real LLM programs actually look — structured prompts, tool calls, and multi-turn agents. We dig into RadixAttention, the DSL, and what changes when you deploy it next to vLLM.

September 4, 2026 · 11 min · 2252 words · martinuke0
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