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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Hao He

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Review Oct 2026

(When) Should a Software Factory be Lights-off? Benchmarking Code Review Agents on Bug Detection

With the advances of coding agents, software developers are spending more time reviewing code than writing code. As human review velocity falls behind agentic code generation, it is tempting to build automated review agents towards a future of"lights-off"software factory with little to no human supervision. To assess t...

Chenyang Yang, Hao He, Ti-Chung Cheng et al. · 0 citations
Preprint Aug 2026

A Few Pages of Markdown: Committed AI Configuration and Lower Quality Cost after Coding-Agent Adoption

Coding agents increase development velocity but also technical debt. Prior work reports only average effects across adopters, hiding wide differences between teams. We introduce RAMP (Repository AI Maturity Profile), a four-level cumulative maturity model grounded in version-controlled artifacts that teams commit to co...

Yegor Denisov-Blanch, Shyam Agarwal, Pavel Azaletskiy et al. · 0 citations

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