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Courtney Miller

2 papers indexed

arxivcs.SEcs.AI2026-07-10

Do These Violent Delights Have Violent Ends? Measuring the Post-Merge Fate of Agentic Code

Chunqiu Steven Xia, Courtney Miller

Agentic coding tools are increasingly used to make autonomous repository-level changes to real-world projects. Prior work has largely evaluated these contributions at the pre-merge stage, through outcomes such as pull request acceptance and review effort. Far less is known about…

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arxivcs.SEcs.AI2026-07-08

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse

Shyam Agarwal, Courtney Miller, Christian Kästner, Bogdan Vasilescu

Coding agents now author entire pull requests, and practitioners sharply disagree about what this does to code review: whether it becomes the bottleneck, whether human review is still necessary, and whether it quietly erodes the understanding that it once built. Repository-mining…

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