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Ma Xiaoming

GitHub @sitianjia ↗

Applied AI researcher — shipping agents into production. Spend most days wrestling with tool-use reliability and the gap between demo-good and prod-good.

公司
AI Lab
位置
Shanghai, China
Stars
4
粉丝 / 仓库
2

代表作品 / 项目

  • flowmind⭐ 1Declarative agent flows in YAML, with checkpointing and resume — diff-able and hot-swappable.
  • agent-tape⭐ 1Structured trace recorder and replay for LLM agents — jsonl on disk, no service.
  • tool-router⭐ 1Pick K tools before they hit the LLM — cheap routing layer between user query and agent.
  • agent-eval-kit⭐ 1A small, opinionated eval harness for tool-using LLM agents — YAML cases, deterministic checks, replayable traces.
  • sitianjia⭐ 0
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