FIELD NOTES TOPIC

serving efficiency

2 notes, newest first.

  1. TraceLab: Characterizing Coding Agent Workloads for LLM Serving

    Source note ·

    Researchers collect and release a dataset of approximately 4,300 coding-agent sessions from their own use of Claude Code and Codex. The data shows that coding-agent workloads feature long autonomous loops, long…

  2. TraceLab: Characterizing Coding Agent Workloads for LLM Serving

    Source note ·

    Researchers have collected and released a dataset of 4300 coding agent sessions, containing around 350,000 LLM steps and 430,000 tool calls from their own use of Claude Code and Codex. The analysis shows that…