Agentic Coding in the Wild: Characterizing GitHub Copilot Traces at Production Scale

Banruo Liu, Haoran Qiu, Íñigo Goiri +3

AI coding agents like GitHub Copilot, Claude Code, and Codex interleave multi-step LLM inference with tool execution, creating a workload different from chatbots. We present the fi…