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ICAE-Bench: Evaluating Coding Agents as Interactive Project Builders

5 upvotes · 23 JUL 2026 · Zhongyuan Peng, Dan Huang, Chuyu Zhang et al.

This paper introduces ICAE-Bench, a benchmark for evaluating coding agents that can build software from incomplete product intent, simulating real-world interactive project-building settings. Practitioners in AI and software development may care about this research because it aims to create more realistic and challenging tests for coding agents.

coding agentsinteractive project managementfuzzy requirementsopen-source softwareautomated testing