ChemE-as-Code：面向化工领域的开源智能体平台
ChemE-as-Code: An Open-Source Platform for Agentic AI in Chemical Engineering
化工版的 agent 工作台，测试里花 224 美元 API 费就让智能体产出了一整套工程设计包，还带错误检查机制。
ChemE-as-Code 是一个开源平台，让基于 LLM 的智能体执行化学工程任务并接受工程师审查。其计算工具覆盖催化、过程模拟、HAZOP 危害分析和生命周期评估等环节，工程文件通过 Git 做版本管理，计算在 LLM 之外运行并记录每个数值的来源。在一个氨项目演示中，智能体从书面任务生成基础工程设计包（模拟文件、P&ID、HAZOP 等），API 成本为 224 美元。人为埋入的故障测试表明自动化检查只能发现规则覆盖的错误，需人工复核补充。
ChemE-as-Code: An Open-Source Platform for Agentic AI in Chemical Engineering
ChemE-as-Code provides an open-source environment in which AI agents built on large language models (LLMs) can carry out chemical engineering work and engineers can check it. Its calculation tools range from catalysis through process simulation to plant layout, HAZOP and life cycle assessment, and skills tell a general-purpose agent how to use them. Engineering files are linked, machine-readable and versioned in Git; calculations run outside the LLM, each value records its origin, and automated checks report inconsistencies and out-of-date results by file and line. In an illustrative ammonia case, agents developed a written task into a preliminary basic-engineering package (simulation files, P&IDs, layout, HAZOP, datasheets, relief) for USD 224 of API cost in the design sessions. Planted faults and engineering changes show that the checks find what their rules cover and miss the rest, so they guide human review rather than replace it. No independent engineer has reviewed the design.