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CAX-Agent: Lightweight Agent Harness for Reliable APDL Automation

CAX-Agent is a lightweight agent harness designed for reliable automation of MAPDL finite-element simulations. It addresses reliability challenges faced by large language models (LLMs) in this domain by providing structured execution control, tool encapsulation, and fault recovery, making AI deployments more robust.

WHY IT MATTERS

This tool brings robustness to AI-driven automation in engineering simulations, a paradigm transferable to complex financial modeling and operational tasks requiring high reliability.

Source: arXiv · 2026-05-18

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CAX-Agent: Lightweight Agent Harness for Reliable APDL Automation — ath