Author

Cuiyun Gao

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Review Aug 2026

Can LLMs Test Terminal User Interfaces?

This work surveys real-world TUI applications, turns them into a headless benchmark spanning ratatui/Rust, bubbletea/Go, textual/Python, and ink/TypeScript, and compares four frontier LLMs with random exploration, finding no model dominates.

Chao Peng, Ruida Hu, Ajitha Rajan et al. · 0 citations

Preprint Jul 2026

TraceDev: A Traceability-Driven Multi-agent Framework for Requirement-to-Code Development

This work proposes TraceDev, a multi-agent framework for automated software development grounded in use cases that contain multiple functional points and complex semantics, and demonstrates the effectiveness of TraceDev in repository-level code generation from requirements.

Mingyu Chen, Yakun Zhang, Zihao Xie et al. · 0 citations