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RepoMirage: Probing Repository Context Reasoning in Code Agents with Perturbations

RepoMirage evaluates code agents via repository perturbations, revealing severe repository context reasoning gaps and exploration drift, while RepoAnchor improves performance through structure-first scaffolding.

Hanyu Li, Yichi Zhang, Speed Zhu, Hang Su and 2 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 15 of 20 reviewers recommend it
lenient 5/5
medium 9/10
strict 1/5