Author

Hajimu Iida

2 papers indexed here

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Preprint Sep 2026

Is Self-Admitted Technical Debt Tested? An Empirical Study of Coverage, Co-change, and Impact

When developers write a TODO or FIXME comment, they are explicitly admitting that the code is suboptimal: a built-in warning that this logic deserves extra scrutiny. Yet it is an open question whether Self-Admitted Technical Debt (SATD) actually receives that scrutiny in the form of software testing. We aim to characte...

Suzuka Yoshimoto, Kosei Horikawa, D. Feitosa et al. · 0 citations

#artificial intelligence Review Oct 2026

Agent or Human? Detecting Commits by AI Coding Agents in the Absence of Authorship Signatures

Results indicate that signature-free detection can prioritize commits for review but cannot replace recorded attribution, and that studies relying on signature-based labels should treat them as a lower bound on agent activity.

Kosei Horikawa, Hao Li, Yutaro Kashiwa et al. · 0 citations