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serving systems analysis

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  1. TraceLab: Characterizing Coding Agent Workloads for LLM Serving

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    Researchers present TraceLab, a dataset of 4,300 coding-agent sessions collected from their own usage of Claude Code and Codex. The data reveals characteristics of these workloads, such as long autonomous loops, long…