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From Runnable to Shippable: Multi-Agent Test-Driven Development for Generating Full-Stack Web Applications from Requirements
Coding agents can generate web applications from natural-language descriptions, yet a recent benchmark study shows that generated …
Yuxuan Wan, Tingshuo Liang, Alex Jiakai XU, Jingyu Xiao, Yintong Huo, Michael R. Lyu
Project DOI
Toward Systems Foundations for Agentic Exploration
This paper presents a systems perspective on the challenges of supporting agentic exploration in LLM-powered agents, focusing on fork semantics, external side-effects, and native forking.
Alex Jiakai XU, Tianle Zhou, Eugene Wu, Kostis Kaffes
Cite Project DOI
Toward Systems Foundations for Agentic Exploration