AI RESEARCH
ACE-Bench: A Lightweight Benchmark for Evaluating Azure SDK Usage Correctness
arXiv CS.AI
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ArXi:2604.09564v1 Announce Type: cross We present ACE-Bench (Azure SDK Coding Evaluation Benchmark), an execution-free benchmark that provides fast, reproducible pass or fail signals for whether large language model (LLM)-based coding agents use Azure SDKs correctly-without provisioning cloud resources or maintaining fragile end-to-end test environments.