Author

Kejing Xia

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Preprint Jul 2026

ChainSWE: Benchmarking Coding Agents on Multi-Bug Software Maintenance

ChainSWE is introduced, the first benchmark for evaluating agents on sequential, dependent bug fixes within a shared codebase, and reveals a consistent performance drop by up to 70% as the chain length increases.

Qirui Jin, Lingching Tung, Kenan Li et al. · 1 citation · ⚡1